{
"word_rnn_language_model_family_seed0":[{"embed_dim": 37, "w_init": ["random_normal", 1.605191133358763], "vocab_size": 6381, "core": ["gru", {"core_dim": 78, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 35, "batch_size": 215, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed1":[{"embed_dim": 25, "w_init": ["random_normal", 0.10005268542378305], "vocab_size": 2796, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 28, "batch_size": 71, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed10":[{"embed_dim": 68, "w_init": ["glorot_normal", null], "vocab_size": 8629, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "cos", "core_dim": 86}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 16, "batch_size": 137, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed100":[{"embed_dim": 36, "w_init": ["glorot_uniform", null], "vocab_size": 4237, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "elu", "core_dim": 81}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 180, "batch_size": 19, "just_train": true, "num_train": 29180}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed101":[{"embed_dim": 33, "w_init": ["he_uniform", null], "vocab_size": 1102, "core": ["gru", {"core_dim": 83, "wh": ["random_uniform", 0.4110857659189266], "wz": ["random_uniform", 0.4110857659189266], "wr": ["random_uniform", 0.4110857659189266], "uh": ["random_uniform", 0.4110857659189266], "uz": ["random_uniform", 0.4110857659189266], "ur": ["random_uniform", 0.4110857659189266]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 19, "batch_size": 80, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed102":[{"embed_dim": 42, "w_init": ["orthogonal", 0.3967925249479999], "vocab_size": 12006, "core": ["gru", {"core_dim": 98, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 49, "batch_size": 61, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed103":[{"embed_dim": 27, "w_init": ["glorot_uniform", null], "vocab_size": 1789, "core": ["gru", {"core_dim": 72, "wh": ["he_normal", null], "wz": ["random_uniform", 4.396390105110457], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["he_normal", null], "ur": ["variance_scaling", 2.2651077238351043]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 201, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed104":[{"embed_dim": 12, "w_init": ["glorot_uniform", null], "vocab_size": 15587, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.1535486592439894], "in_to_hidden": ["variance_scaling", 0.1535486592439894], "act_fn": "relu", "core_dim": 55}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 23, "batch_size": 46, "just_train": false, "num_train": 4371}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed105":[{"embed_dim": 10, "w_init": ["he_normal", null], "vocab_size": 18594, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu4", "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 11, "batch_size": 451, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed106":[{"embed_dim": 8, "w_init": ["variance_scaling", 0.7927387156330611], "vocab_size": 7968, "core": ["gru", {"core_dim": 124, "wh": ["truncated_normal", 5.13831814365897], "wz": ["truncated_normal", 5.13831814365897], "wr": ["truncated_normal", 5.13831814365897], "uh": ["truncated_normal", 5.13831814365897], "uz": ["truncated_normal", 5.13831814365897], "ur": ["truncated_normal", 5.13831814365897]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 20, "batch_size": 205, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed107":[{"embed_dim": 13, "w_init": ["random_normal", 1.3390712854641742], "vocab_size": 2152, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 34}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 233, "batch_size": 148, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed108":[{"embed_dim": 15, "w_init": ["glorot_normal", null], "vocab_size": 7192, "core": ["lstm", {"w_gates": ["orthogonal", 2.3299676003294603], "core_dim": 107}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 23, "batch_size": 44, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed109":[{"embed_dim": 44, "w_init": ["he_uniform", null], "vocab_size": 10788, "core": ["gru", {"core_dim": 36, "wh": ["he_normal", null], "wz": ["variance_scaling", 0.18856483548702926], "wr": ["glorot_uniform", null], "uh": ["he_uniform", null], "uz": ["glorot_normal", null], "ur": ["random_uniform", 2.9489285131567926]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 128, "batch_size": 14, "just_train": false, "num_train": 19200}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed11":[{"embed_dim": 13, "w_init": ["glorot_normal", null], "vocab_size": 4833, "core": ["gru", {"core_dim": 57, "wh": ["he_uniform", null], "wz": ["glorot_normal", null], "wr": ["he_uniform", null], "uh": ["variance_scaling", 5.030257054040973], "uz": ["random_normal", 0.16499551674690438], "ur": ["truncated_normal", 5.1797463630935034]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 11, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed110":[{"embed_dim": 11, "w_init": ["orthogonal", 0.5638686715551062], "vocab_size": 8038, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 8.12867934234632], "in_to_hidden": ["orthogonal", 8.12867934234632], "act_fn": "relu", "core_dim": 65}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 26, "batch_size": 14, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed111":[{"embed_dim": 44, "w_init": ["glorot_uniform", null], "vocab_size": 4407, "core": ["gru", {"core_dim": 48, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 22, "batch_size": 33, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed112":[{"embed_dim": 23, "w_init": ["orthogonal", 7.943888847806488], "vocab_size": 1294, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["variance_scaling", 0.8812607009582831], "act_fn": "leaky_relu1", "core_dim": 65}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 15, "batch_size": 333, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed113":[{"embed_dim": 85, "w_init": ["glorot_normal", null], "vocab_size": 20986, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 103}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 92, "batch_size": 147, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed114":[{"embed_dim": 12, "w_init": ["truncated_normal", 7.108329093758505], "vocab_size": 5266, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu1", "core_dim": 66}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 27, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed115":[{"embed_dim": 14, "w_init": ["random_normal", 0.6720219630813331], "vocab_size": 7112, "core": ["gru", {"core_dim": 42, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 131, "batch_size": 77, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed116":[{"embed_dim": 23, "w_init": ["he_normal", null], "vocab_size": 23535, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 95}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 32, "batch_size": 497, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed117":[{"embed_dim": 28, "w_init": ["glorot_uniform", null], "vocab_size": 2194, "core": ["gru", {"core_dim": 126, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 233, "batch_size": 111, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed118":[{"embed_dim": 109, "w_init": ["he_uniform", null], "vocab_size": 1221, "core": ["lstm", {"w_gates": ["orthogonal", 7.507513113114878], "core_dim": 38}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 26, "batch_size": 323, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed119":[{"embed_dim": 84, "w_init": ["he_uniform", null], "vocab_size": 2002, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu4", "core_dim": 56}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 228, "batch_size": 58, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed12":[{"embed_dim": 12, "w_init": ["random_normal", 0.33622502176453845], "vocab_size": 6143, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 6.330378944804211], "in_to_hidden": ["truncated_normal", 6.330378944804211], "act_fn": "cos", "core_dim": 121}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 71, "batch_size": 406, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed120":[{"embed_dim": 52, "w_init": ["he_uniform", null], "vocab_size": 8342, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["variance_scaling", 8.03502300303689], "act_fn": "tanh", "core_dim": 40}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 45, "batch_size": 168, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed121":[{"embed_dim": 11, "w_init": ["glorot_uniform", null], "vocab_size": 2209, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.654393278367128], "in_to_hidden": ["random_uniform", 0.654393278367128], "act_fn": "relu", "core_dim": 90}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 67, "batch_size": 171, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed122":[{"embed_dim": 12, "w_init": ["random_normal", 0.33339304279482246], "vocab_size": 4648, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 73}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 11, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed123":[{"embed_dim": 55, "w_init": ["glorot_uniform", null], "vocab_size": 2163, "core": ["lstm", {"w_gates": ["random_normal", 0.7017992831138444], "core_dim": 125}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 36, "batch_size": 33, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed124":[{"embed_dim": 11, "w_init": ["random_normal", 1.3951698204289562], "vocab_size": 4752, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["orthogonal", 0.6179452831501678], "act_fn": "leaky_relu4", "core_dim": 94}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 236, "batch_size": 56, "just_train": true, "num_train": 20089}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed125":[{"embed_dim": 33, "w_init": ["glorot_normal", null], "vocab_size": 8453, "core": ["lstm", {"w_gates": ["random_uniform", 1.0312696146584606], "core_dim": 57}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 16, "batch_size": 326, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed126":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 1346, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 57}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 169, "batch_size": 224, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed127":[{"embed_dim": 34, "w_init": ["glorot_normal", null], "vocab_size": 1882, "core": ["gru", {"core_dim": 69, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 88, "batch_size": 57, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed128":[{"embed_dim": 88, "w_init": ["glorot_uniform", null], "vocab_size": 1564, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 78}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 30, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed129":[{"embed_dim": 39, "w_init": ["glorot_uniform", null], "vocab_size": 7836, "core": ["lstm", {"w_gates": ["variance_scaling", 1.0781483034370585], "core_dim": 110}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 127, "batch_size": 9, "just_train": true, "num_train": 1903}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed13":[{"embed_dim": 69, "w_init": ["glorot_uniform", null], "vocab_size": 16503, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.8070463818687855], "in_to_hidden": ["variance_scaling", 0.8070463818687855], "act_fn": "relu", "core_dim": 94}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 11, "batch_size": 28, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed130":[{"embed_dim": 12, "w_init": ["he_normal", null], "vocab_size": 6599, "core": ["gru", {"core_dim": 63, "wh": ["truncated_normal", 0.5750294244964348], "wz": ["truncated_normal", 0.5750294244964348], "wr": ["truncated_normal", 0.5750294244964348], "uh": ["truncated_normal", 0.5750294244964348], "uz": ["truncated_normal", 0.5750294244964348], "ur": ["truncated_normal", 0.5750294244964348]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 122, "batch_size": 167, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed131":[{"embed_dim": 49, "w_init": ["variance_scaling", 0.5971147146091564], "vocab_size": 8857, "core": ["gru", {"core_dim": 77, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 112, "batch_size": 39, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed132":[{"embed_dim": 70, "w_init": ["he_normal", null], "vocab_size": 16749, "core": ["gru", {"core_dim": 52, "wh": ["variance_scaling", 0.5157980660384355], "wz": ["variance_scaling", 0.5157980660384355], "wr": ["variance_scaling", 0.5157980660384355], "uh": ["variance_scaling", 0.5157980660384355], "uz": ["variance_scaling", 0.5157980660384355], "ur": ["variance_scaling", 0.5157980660384355]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed133":[{"embed_dim": 26, "w_init": ["glorot_normal", null], "vocab_size": 1452, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.2541720570397653], "in_to_hidden": ["random_normal", 0.2541720570397653], "act_fn": "leaky_relu4", "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 210, "batch_size": 30, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed134":[{"embed_dim": 76, "w_init": ["he_normal", null], "vocab_size": 8458, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 5.844309144845084], "in_to_hidden": ["random_normal", 2.1406383580880353], "act_fn": "elu", "core_dim": 34}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 16, "batch_size": 293, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed135":[{"embed_dim": 50, "w_init": ["he_normal", null], "vocab_size": 1944, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 122}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 15, "batch_size": 38, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed136":[{"embed_dim": 12, "w_init": ["glorot_normal", null], "vocab_size": 2067, "core": ["lstm", {"w_gates": ["variance_scaling", 0.2217598392382468], "core_dim": 121}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 51, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed137":[{"embed_dim": 110, "w_init": ["glorot_normal", null], "vocab_size": 10645, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 32, "batch_size": 507, "just_train": false, "num_train": 42527}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed138":[{"embed_dim": 64, "w_init": ["random_normal", 0.44468763692350377], "vocab_size": 25502, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 55}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 55, "batch_size": 39, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed139":[{"embed_dim": 31, "w_init": ["random_normal", 7.386635753281576], "vocab_size": 26092, "core": ["gru", {"core_dim": 44, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["truncated_normal", 0.11480135919145601], "uh": ["he_normal", null], "uz": ["variance_scaling", 6.048036184325856], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 28, "batch_size": 487, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed14":[{"embed_dim": 33, "w_init": ["random_uniform", 5.506242972169045], "vocab_size": 1028, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 1.0622663505555872], "in_to_hidden": ["variance_scaling", 1.0622663505555872], "act_fn": "relu", "core_dim": 68}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 30, "batch_size": 75, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed140":[{"embed_dim": 64, "w_init": ["glorot_normal", null], "vocab_size": 1003, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 15, "batch_size": 343, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed141":[{"embed_dim": 102, "w_init": ["he_uniform", null], "vocab_size": 1158, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.2036440721828078], "in_to_hidden": ["random_normal", 0.2036440721828078], "act_fn": "cos", "core_dim": 84}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 171, "batch_size": 65, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed142":[{"embed_dim": 98, "w_init": ["he_uniform", null], "vocab_size": 9310, "core": ["gru", {"core_dim": 42, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 35, "batch_size": 208, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed143":[{"embed_dim": 62, "w_init": ["he_normal", null], "vocab_size": 4914, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 65}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 12, "batch_size": 163, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed144":[{"embed_dim": 10, "w_init": ["truncated_normal", 0.8983984508433486], "vocab_size": 1804, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 60}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 90, "batch_size": 101, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed145":[{"embed_dim": 18, "w_init": ["glorot_normal", null], "vocab_size": 6078, "core": ["lstm", {"w_gates": ["orthogonal", 3.479189300334845], "core_dim": 73}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 50, "batch_size": 413, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed146":[{"embed_dim": 32, "w_init": ["orthogonal", 0.3977784157461107], "vocab_size": 2427, "core": ["gru", {"core_dim": 112, "wh": ["he_normal", null], "wz": ["glorot_normal", null], "wr": ["variance_scaling", 3.32587566064359], "uh": ["he_uniform", null], "uz": ["glorot_uniform", null], "ur": ["variance_scaling", 0.7103010954866685]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 84, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed147":[{"embed_dim": 22, "w_init": ["orthogonal", 0.11525551888665056], "vocab_size": 10497, "core": ["gru", {"core_dim": 60, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 72, "batch_size": 144, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed148":[{"embed_dim": 39, "w_init": ["glorot_normal", null], "vocab_size": 1713, "core": ["gru", {"core_dim": 71, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 195, "batch_size": 324, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed149":[{"embed_dim": 92, "w_init": ["variance_scaling", 5.360002212472192], "vocab_size": 17296, "core": ["gru", {"core_dim": 106, "wh": ["he_uniform", null], "wz": ["he_normal", null], "wr": ["he_uniform", null], "uh": ["glorot_normal", null], "uz": ["he_normal", null], "ur": ["truncated_normal", 0.16666218385216275]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 220, "batch_size": 453, "just_train": false, "num_train": 9223}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed15":[{"embed_dim": 84, "w_init": ["glorot_uniform", null], "vocab_size": 1203, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 49}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 196, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed150":[{"embed_dim": 99, "w_init": ["glorot_uniform", null], "vocab_size": 19788, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.0824730743199904], "in_to_hidden": ["variance_scaling", 6.718758629060171], "act_fn": "elu", "core_dim": 95}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 13, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed151":[{"embed_dim": 68, "w_init": ["glorot_uniform", null], "vocab_size": 2877, "core": ["lstm", {"w_gates": ["random_uniform", 2.9054608144571716], "core_dim": 128}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 34, "batch_size": 348, "just_train": false, "num_train": 35407}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed152":[{"embed_dim": 111, "w_init": ["random_normal", 0.1193048629073732], "vocab_size": 3024, "core": ["gru", {"core_dim": 35, "wh": ["random_uniform", 0.6329810089483401], "wz": ["random_uniform", 0.6329810089483401], "wr": ["random_uniform", 0.6329810089483401], "uh": ["random_uniform", 0.6329810089483401], "uz": ["random_uniform", 0.6329810089483401], "ur": ["random_uniform", 0.6329810089483401]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 56, "batch_size": 168, "just_train": false, "num_train": 4922}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed153":[{"embed_dim": 12, "w_init": ["he_uniform", null], "vocab_size": 5361, "core": ["gru", {"core_dim": 78, "wh": ["random_uniform", 0.26304855532384225], "wz": ["random_uniform", 0.26304855532384225], "wr": ["random_uniform", 0.26304855532384225], "uh": ["random_uniform", 0.26304855532384225], "uz": ["random_uniform", 0.26304855532384225], "ur": ["random_uniform", 0.26304855532384225]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 85, "batch_size": 16, "just_train": false, "num_train": 22875}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed154":[{"embed_dim": 33, "w_init": ["orthogonal", 2.3503423173509828], "vocab_size": 28556, "core": ["lstm", {"w_gates": ["random_uniform", 2.712282399193677], "core_dim": 73}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 16, "batch_size": 249, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed155":[{"embed_dim": 49, "w_init": ["truncated_normal", 0.22196874654339935], "vocab_size": 8255, "core": ["gru", {"core_dim": 41, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 38, "batch_size": 72, "just_train": false, "num_train": 43068}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed156":[{"embed_dim": 19, "w_init": ["he_uniform", null], "vocab_size": 2441, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 99}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 24, "batch_size": 37, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed157":[{"embed_dim": 73, "w_init": ["he_uniform", null], "vocab_size": 2422, "core": ["gru", {"core_dim": 39, "wh": ["glorot_normal", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_normal", null], "uz": ["random_normal", 9.925495079170982], "ur": ["orthogonal", 1.6610299358903517]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 13, "batch_size": 39, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed158":[{"embed_dim": 10, "w_init": ["glorot_uniform", null], "vocab_size": 7182, "core": ["gru", {"core_dim": 64, "wh": ["truncated_normal", 0.4698809705896372], "wz": ["truncated_normal", 0.4698809705896372], "wr": ["truncated_normal", 0.4698809705896372], "uh": ["truncated_normal", 0.4698809705896372], "uz": ["truncated_normal", 0.4698809705896372], "ur": ["truncated_normal", 0.4698809705896372]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 37, "batch_size": 10, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed159":[{"embed_dim": 71, "w_init": ["glorot_uniform", null], "vocab_size": 1695, "core": ["gru", {"core_dim": 33, "wh": ["orthogonal", 4.5039874835194915], "wz": ["orthogonal", 4.5039874835194915], "wr": ["orthogonal", 4.5039874835194915], "uh": ["orthogonal", 4.5039874835194915], "uz": ["orthogonal", 4.5039874835194915], "ur": ["orthogonal", 4.5039874835194915]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 223, "batch_size": 103, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed16":[{"embed_dim": 15, "w_init": ["he_uniform", null], "vocab_size": 6508, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["orthogonal", 0.21255085192480316], "act_fn": "elu", "core_dim": 118}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 62, "batch_size": 164, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed160":[{"embed_dim": 81, "w_init": ["he_normal", null], "vocab_size": 3640, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "sigmoid", "core_dim": 41}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 108, "batch_size": 389, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed161":[{"embed_dim": 109, "w_init": ["he_normal", null], "vocab_size": 3697, "core": ["gru", {"core_dim": 75, "wh": ["variance_scaling", 7.871720475925282], "wz": ["variance_scaling", 7.871720475925282], "wr": ["variance_scaling", 7.871720475925282], "uh": ["variance_scaling", 7.871720475925282], "uz": ["variance_scaling", 7.871720475925282], "ur": ["variance_scaling", 7.871720475925282]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 57, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed162":[{"embed_dim": 19, "w_init": ["random_normal", 5.7021712578768025], "vocab_size": 10568, "core": ["gru", {"core_dim": 113, "wh": ["random_normal", 0.3907355970617487], "wz": ["random_normal", 0.3907355970617487], "wr": ["random_normal", 0.3907355970617487], "uh": ["random_normal", 0.3907355970617487], "uz": ["random_normal", 0.3907355970617487], "ur": ["random_normal", 0.3907355970617487]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 58, "batch_size": 510, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed163":[{"embed_dim": 54, "w_init": ["he_uniform", null], "vocab_size": 4593, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.11332215685587459], "in_to_hidden": ["random_uniform", 0.11332215685587459], "act_fn": "swish", "core_dim": 71}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 30, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed164":[{"embed_dim": 22, "w_init": ["glorot_uniform", null], "vocab_size": 2576, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 111}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 31, "batch_size": 82, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed165":[{"embed_dim": 79, "w_init": ["orthogonal", 6.604361302902131], "vocab_size": 27292, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "sigmoid", "core_dim": 45}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 15, "batch_size": 104, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed166":[{"embed_dim": 18, "w_init": ["random_uniform", 3.394473952031328], "vocab_size": 1095, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 85}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 48, "batch_size": 24, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed167":[{"embed_dim": 97, "w_init": ["glorot_uniform", null], "vocab_size": 3265, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 67, "batch_size": 193, "just_train": false, "num_train": 23138}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed168":[{"embed_dim": 42, "w_init": ["he_uniform", null], "vocab_size": 2315, "core": ["gru", {"core_dim": 79, "wh": ["random_normal", 1.0557523339319592], "wz": ["truncated_normal", 9.387542895584453], "wr": ["random_uniform", 6.8704442354368265], "uh": ["he_normal", null], "uz": ["random_normal", 1.3037146529977461], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 133, "batch_size": 50, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed169":[{"embed_dim": 51, "w_init": ["truncated_normal", 2.1669792927981084], "vocab_size": 1306, "core": ["gru", {"core_dim": 117, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 102, "batch_size": 47, "just_train": false, "num_train": 20377}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed17":[{"embed_dim": 18, "w_init": ["he_uniform", null], "vocab_size": 1918, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 105}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 64, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed170":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 2510, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 66}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 46, "batch_size": 129, "just_train": false, "num_train": 47383}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed171":[{"embed_dim": 50, "w_init": ["truncated_normal", 1.5059886091470793], "vocab_size": 16251, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 75}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 115, "batch_size": 56, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed172":[{"embed_dim": 12, "w_init": ["glorot_normal", null], "vocab_size": 2967, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.4144274165009615], "in_to_hidden": ["truncated_normal", 0.4144274165009615], "act_fn": "relu", "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 23, "batch_size": 112, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed173":[{"embed_dim": 10, "w_init": ["random_normal", 1.1078904698452536], "vocab_size": 7257, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 118}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 164, "batch_size": 44, "just_train": false, "num_train": 20892}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed174":[{"embed_dim": 29, "w_init": ["truncated_normal", 0.24002540400767336], "vocab_size": 2016, "core": ["gru", {"core_dim": 47, "wh": ["truncated_normal", 0.10650657321315866], "wz": ["truncated_normal", 0.10650657321315866], "wr": ["truncated_normal", 0.10650657321315866], "uh": ["truncated_normal", 0.10650657321315866], "uz": ["truncated_normal", 0.10650657321315866], "ur": ["truncated_normal", 0.10650657321315866]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 101, "batch_size": 189, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed175":[{"embed_dim": 74, "w_init": ["glorot_uniform", null], "vocab_size": 6578, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 63}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 12, "batch_size": 51, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed176":[{"embed_dim": 22, "w_init": ["glorot_uniform", null], "vocab_size": 3127, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 3.3128465238454203], "in_to_hidden": ["truncated_normal", 3.3128465238454203], "act_fn": "tanh", "core_dim": 124}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 246, "batch_size": 34, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed177":[{"embed_dim": 32, "w_init": ["random_uniform", 0.7747067957619476], "vocab_size": 1887, "core": ["gru", {"core_dim": 69, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 93, "batch_size": 25, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed178":[{"embed_dim": 34, "w_init": ["glorot_normal", null], "vocab_size": 12715, "core": ["gru", {"core_dim": 108, "wh": ["variance_scaling", 1.2912762952025807], "wz": ["variance_scaling", 1.2912762952025807], "wr": ["variance_scaling", 1.2912762952025807], "uh": ["variance_scaling", 1.2912762952025807], "uz": ["variance_scaling", 1.2912762952025807], "ur": ["variance_scaling", 1.2912762952025807]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 12, "batch_size": 34, "just_train": false, "num_train": 4676}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed179":[{"embed_dim": 112, "w_init": ["glorot_uniform", null], "vocab_size": 19166, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 99}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 94, "batch_size": 163, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed18":[{"embed_dim": 49, "w_init": ["he_uniform", null], "vocab_size": 19852, "core": ["lstm", {"w_gates": ["truncated_normal", 3.164262994078691], "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 156, "batch_size": 171, "just_train": true, "num_train": 32150}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed180":[{"embed_dim": 38, "w_init": ["glorot_normal", null], "vocab_size": 10568, "core": ["lstm", {"w_gates": ["truncated_normal", 1.935414876320849], "core_dim": 34}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 32, "batch_size": 273, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed181":[{"embed_dim": 34, "w_init": ["glorot_normal", null], "vocab_size": 6963, "core": ["lstm", {"w_gates": ["orthogonal", 0.12381075654973192], "core_dim": 90}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 67, "batch_size": 282, "just_train": false, "num_train": 10572}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed182":[{"embed_dim": 91, "w_init": ["glorot_normal", null], "vocab_size": 1504, "core": ["lstm", {"w_gates": ["variance_scaling", 0.34975876473123013], "core_dim": 108}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 126, "batch_size": 111, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed183":[{"embed_dim": 78, "w_init": ["truncated_normal", 5.983094315889235], "vocab_size": 4754, "core": ["gru", {"core_dim": 35, "wh": ["truncated_normal", 0.2802122608840749], "wz": ["truncated_normal", 0.2802122608840749], "wr": ["truncated_normal", 0.2802122608840749], "uh": ["truncated_normal", 0.2802122608840749], "uz": ["truncated_normal", 0.2802122608840749], "ur": ["truncated_normal", 0.2802122608840749]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 19, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed184":[{"embed_dim": 10, "w_init": ["he_uniform", null], "vocab_size": 27303, "core": ["gru", {"core_dim": 54, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 139, "batch_size": 35, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed185":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 3823, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 43}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 129, "batch_size": 143, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed186":[{"embed_dim": 36, "w_init": ["orthogonal", 1.0894875435302762], "vocab_size": 18598, "core": ["gru", {"core_dim": 37, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 191, "batch_size": 265, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed187":[{"embed_dim": 26, "w_init": ["he_uniform", null], "vocab_size": 1275, "core": ["lstm", {"w_gates": ["random_uniform", 0.7233467576969372], "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 89, "batch_size": 152, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed188":[{"embed_dim": 33, "w_init": ["random_uniform", 1.3221605157565064], "vocab_size": 2744, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 248, "batch_size": 380, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed189":[{"embed_dim": 26, "w_init": ["he_normal", null], "vocab_size": 18078, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 55}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 26, "batch_size": 186, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed19":[{"embed_dim": 10, "w_init": ["random_normal", 0.3117998818834201], "vocab_size": 1600, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 38}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 71, "batch_size": 273, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed190":[{"embed_dim": 63, "w_init": ["orthogonal", 2.0397655234052365], "vocab_size": 11179, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.9799632593360227], "in_to_hidden": ["variance_scaling", 1.0496834774715607], "act_fn": "tanh", "core_dim": 60}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 138, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed191":[{"embed_dim": 36, "w_init": ["glorot_uniform", null], "vocab_size": 1606, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "swish", "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 59, "batch_size": 121, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed192":[{"embed_dim": 65, "w_init": ["he_normal", null], "vocab_size": 4219, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 59}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 15, "batch_size": 14, "just_train": false, "num_train": 33648}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed193":[{"embed_dim": 24, "w_init": ["orthogonal", 0.6256285699559502], "vocab_size": 1363, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 74}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 61, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed194":[{"embed_dim": 117, "w_init": ["random_normal", 1.3974179711631693], "vocab_size": 6460, "core": ["gru", {"core_dim": 89, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 86, "batch_size": 139, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed195":[{"embed_dim": 94, "w_init": ["glorot_normal", null], "vocab_size": 3316, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 23, "batch_size": 226, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed196":[{"embed_dim": 54, "w_init": ["he_uniform", null], "vocab_size": 1184, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 58}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 233, "batch_size": 34, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed197":[{"embed_dim": 89, "w_init": ["random_uniform", 8.964449600978867], "vocab_size": 13663, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 105}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 53, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed198":[{"embed_dim": 43, "w_init": ["variance_scaling", 0.41244870910750003], "vocab_size": 1228, "core": ["gru", {"core_dim": 64, "wh": ["variance_scaling", 3.07202068740158], "wz": ["variance_scaling", 3.07202068740158], "wr": ["variance_scaling", 3.07202068740158], "uh": ["variance_scaling", 3.07202068740158], "uz": ["variance_scaling", 3.07202068740158], "ur": ["variance_scaling", 3.07202068740158]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 138, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed199":[{"embed_dim": 49, "w_init": ["variance_scaling", 0.6306804897724677], "vocab_size": 17657, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 51}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 211, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed2":[{"embed_dim": 27, "w_init": ["glorot_normal", null], "vocab_size": 6485, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 51}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 78, "batch_size": 240, "just_train": false, "num_train": 24774}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed20":[{"embed_dim": 41, "w_init": ["truncated_normal", 6.0682219762865035], "vocab_size": 16036, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 66}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 103, "batch_size": 208, "just_train": false, "num_train": 14344}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed200":[{"embed_dim": 111, "w_init": ["glorot_uniform", null], "vocab_size": 7551, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.17072758582119266], "in_to_hidden": ["random_uniform", 0.17072758582119266], "act_fn": "relu", "core_dim": 88}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 76, "batch_size": 31, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed201":[{"embed_dim": 11, "w_init": ["random_normal", 1.6677033094167077], "vocab_size": 15704, "core": ["gru", {"core_dim": 39, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 167, "batch_size": 412, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed202":[{"embed_dim": 15, "w_init": ["glorot_uniform", null], "vocab_size": 27777, "core": ["gru", {"core_dim": 49, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 36, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed203":[{"embed_dim": 84, "w_init": ["glorot_uniform", null], "vocab_size": 4630, "core": ["gru", {"core_dim": 123, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 123, "batch_size": 325, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed204":[{"embed_dim": 106, "w_init": ["he_normal", null], "vocab_size": 9612, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 39}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 10, "batch_size": 115, "just_train": false, "num_train": 25426}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed205":[{"embed_dim": 115, "w_init": ["he_uniform", null], "vocab_size": 29031, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.7155626477949931], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 108}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 89, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed206":[{"embed_dim": 26, "w_init": ["he_uniform", null], "vocab_size": 1168, "core": ["lstm", {"w_gates": ["orthogonal", 0.22069489411992882], "core_dim": 81}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 208, "batch_size": 55, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed207":[{"embed_dim": 32, "w_init": ["he_normal", null], "vocab_size": 4579, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 52}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 11, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed208":[{"embed_dim": 11, "w_init": ["random_uniform", 0.13707993835845367], "vocab_size": 26214, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 42}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 68, "batch_size": 223, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed209":[{"embed_dim": 83, "w_init": ["he_normal", null], "vocab_size": 16196, "core": ["gru", {"core_dim": 58, "wh": ["random_uniform", 2.2051278983857823], "wz": ["random_uniform", 2.2051278983857823], "wr": ["random_uniform", 2.2051278983857823], "uh": ["random_uniform", 2.2051278983857823], "uz": ["random_uniform", 2.2051278983857823], "ur": ["random_uniform", 2.2051278983857823]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 30, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed21":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 11613, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "cos", "core_dim": 49}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 15, "batch_size": 17, "just_train": false, "num_train": 43503}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed210":[{"embed_dim": 11, "w_init": ["glorot_uniform", null], "vocab_size": 14344, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 73}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 12, "batch_size": 288, "just_train": false, "num_train": 47237}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed211":[{"embed_dim": 70, "w_init": ["random_normal", 8.695968151550947], "vocab_size": 1117, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["variance_scaling", 3.6718952465705663], "act_fn": "sigmoid", "core_dim": 63}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 21, "batch_size": 210, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed212":[{"embed_dim": 15, "w_init": ["truncated_normal", 0.1264912585596635], "vocab_size": 1035, "core": ["gru", {"core_dim": 49, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 130, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed213":[{"embed_dim": 15, "w_init": ["truncated_normal", 7.741851995286658], "vocab_size": 7720, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 51}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 13, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed214":[{"embed_dim": 9, "w_init": ["he_normal", null], "vocab_size": 22070, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 56}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 200, "batch_size": 136, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed215":[{"embed_dim": 12, "w_init": ["he_uniform", null], "vocab_size": 1857, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 236, "batch_size": 115, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed216":[{"embed_dim": 9, "w_init": ["random_uniform", 2.351159464854739], "vocab_size": 2051, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 58}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 52, "batch_size": 33, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed217":[{"embed_dim": 11, "w_init": ["random_uniform", 0.3494008844370355], "vocab_size": 7898, "core": ["gru", {"core_dim": 78, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 69, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed218":[{"embed_dim": 20, "w_init": ["glorot_normal", null], "vocab_size": 9271, "core": ["gru", {"core_dim": 52, "wh": ["glorot_uniform", null], "wz": ["he_uniform", null], "wr": ["he_normal", null], "uh": ["glorot_uniform", null], "uz": ["orthogonal", 1.6913872338522316], "ur": ["variance_scaling", 0.1236180404862173]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 22, "batch_size": 27, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed219":[{"embed_dim": 8, "w_init": ["glorot_uniform", null], "vocab_size": 1847, "core": ["lstm", {"w_gates": ["random_normal", 0.6878417944651971], "core_dim": 105}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 160, "batch_size": 407, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed22":[{"embed_dim": 14, "w_init": ["he_uniform", null], "vocab_size": 4180, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 51}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 20, "batch_size": 234, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed220":[{"embed_dim": 22, "w_init": ["he_normal", null], "vocab_size": 8848, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 39, "batch_size": 218, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed221":[{"embed_dim": 36, "w_init": ["variance_scaling", 0.13421052850998658], "vocab_size": 3686, "core": ["lstm", {"w_gates": ["orthogonal", 2.986607256627417], "core_dim": 74}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 37, "batch_size": 96, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed222":[{"embed_dim": 34, "w_init": ["orthogonal", 4.691895994471285], "vocab_size": 9240, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 38, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed223":[{"embed_dim": 77, "w_init": ["random_uniform", 5.819695912704604], "vocab_size": 11173, "core": ["lstm", {"w_gates": ["truncated_normal", 2.9218726985426065], "core_dim": 114}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 36, "batch_size": 150, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed224":[{"embed_dim": 30, "w_init": ["he_normal", null], "vocab_size": 1085, "core": ["gru", {"core_dim": 84, "wh": ["glorot_uniform", null], "wz": ["random_normal", 0.4022641748407826], "wr": ["he_uniform", null], "uh": ["he_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 232, "batch_size": 63, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed225":[{"embed_dim": 18, "w_init": ["he_uniform", null], "vocab_size": 2185, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 49}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 18, "batch_size": 332, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed226":[{"embed_dim": 96, "w_init": ["he_normal", null], "vocab_size": 10278, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "swish", "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 211, "batch_size": 57, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed227":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 8886, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 100}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 22, "batch_size": 283, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed228":[{"embed_dim": 26, "w_init": ["he_uniform", null], "vocab_size": 10401, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 30, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed229":[{"embed_dim": 10, "w_init": ["random_normal", 2.2780729507108073], "vocab_size": 2321, "core": ["gru", {"core_dim": 61, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 229, "batch_size": 97, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed23":[{"embed_dim": 34, "w_init": ["variance_scaling", 3.395623408235136], "vocab_size": 2613, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.2159128083221639], "in_to_hidden": ["orthogonal", 0.2159128083221639], "act_fn": "relu", "core_dim": 75}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 176, "batch_size": 28, "just_train": false, "num_train": 44318}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed230":[{"embed_dim": 46, "w_init": ["truncated_normal", 0.3289298759723073], "vocab_size": 2911, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 2.095252015180915], "in_to_hidden": ["truncated_normal", 2.095252015180915], "act_fn": "leaky_relu4", "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 109, "batch_size": 124, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed231":[{"embed_dim": 70, "w_init": ["he_uniform", null], "vocab_size": 4269, "core": ["lstm", {"w_gates": ["truncated_normal", 0.11963994668621154], "core_dim": 114}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 44, "batch_size": 152, "just_train": false, "num_train": 4543}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed232":[{"embed_dim": 20, "w_init": ["he_normal", null], "vocab_size": 1636, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 64}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 96, "batch_size": 18, "just_train": false, "num_train": 29095}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed233":[{"embed_dim": 12, "w_init": ["truncated_normal", 1.4666662036899674], "vocab_size": 21332, "core": ["gru", {"core_dim": 39, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 225, "batch_size": 34, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed234":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 22270, "core": ["lstm", {"w_gates": ["random_normal", 5.405783376084746], "core_dim": 78}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 103, "batch_size": 25, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed235":[{"embed_dim": 106, "w_init": ["he_uniform", null], "vocab_size": 1302, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 76}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 12, "batch_size": 30, "just_train": false, "num_train": 47720}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed236":[{"embed_dim": 10, "w_init": ["random_uniform", 0.17011601730538325], "vocab_size": 16757, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.17765647862153572], "in_to_hidden": ["random_normal", 4.722624435196027], "act_fn": "tanh", "core_dim": 121}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 15, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed237":[{"embed_dim": 124, "w_init": ["glorot_uniform", null], "vocab_size": 1049, "core": ["gru", {"core_dim": 40, "wh": ["variance_scaling", 1.4603070241345986], "wz": ["variance_scaling", 1.4603070241345986], "wr": ["variance_scaling", 1.4603070241345986], "uh": ["variance_scaling", 1.4603070241345986], "uz": ["variance_scaling", 1.4603070241345986], "ur": ["variance_scaling", 1.4603070241345986]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 74, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed238":[{"embed_dim": 10, "w_init": ["glorot_uniform", null], "vocab_size": 11090, "core": ["gru", {"core_dim": 117, "wh": ["variance_scaling", 0.13344526445699345], "wz": ["glorot_normal", null], "wr": ["random_normal", 4.4198237186572475], "uh": ["variance_scaling", 9.901044292386022], "uz": ["glorot_normal", null], "ur": ["random_uniform", 3.598285069274653]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 13, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed239":[{"embed_dim": 19, "w_init": ["glorot_normal", null], "vocab_size": 3254, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 63}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 36, "batch_size": 54, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed24":[{"embed_dim": 115, "w_init": ["random_normal", 9.993890466560734], "vocab_size": 2114, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 47}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 37, "batch_size": 340, "just_train": false, "num_train": 33563}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed240":[{"embed_dim": 18, "w_init": ["he_normal", null], "vocab_size": 14377, "core": ["gru", {"core_dim": 51, "wh": ["random_uniform", 2.8410033596429285], "wz": ["random_uniform", 2.8410033596429285], "wr": ["random_uniform", 2.8410033596429285], "uh": ["random_uniform", 2.8410033596429285], "uz": ["random_uniform", 2.8410033596429285], "ur": ["random_uniform", 2.8410033596429285]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 41, "batch_size": 262, "just_train": false, "num_train": 42942}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed241":[{"embed_dim": 44, "w_init": ["he_uniform", null], "vocab_size": 1754, "core": ["lstm", {"w_gates": ["random_normal", 4.83390339149399], "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 22, "batch_size": 134, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed242":[{"embed_dim": 53, "w_init": ["glorot_normal", null], "vocab_size": 9048, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 88}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 16, "batch_size": 58, "just_train": false, "num_train": 28855}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed243":[{"embed_dim": 14, "w_init": ["random_uniform", 1.6360545809047466], "vocab_size": 3244, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu2", "core_dim": 44}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 15, "batch_size": 66, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed244":[{"embed_dim": 18, "w_init": ["glorot_normal", null], "vocab_size": 2332, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 43}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 82, "batch_size": 67, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed245":[{"embed_dim": 99, "w_init": ["glorot_normal", null], "vocab_size": 1407, "core": ["lstm", {"w_gates": ["variance_scaling", 4.996948936700522], "core_dim": 120}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 35, "batch_size": 55, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed246":[{"embed_dim": 30, "w_init": ["truncated_normal", 2.40345304246741], "vocab_size": 7423, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 71}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 45, "batch_size": 447, "just_train": false, "num_train": 16385}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed247":[{"embed_dim": 22, "w_init": ["truncated_normal", 4.593259750963948], "vocab_size": 1339, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "tanh", "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 27, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed248":[{"embed_dim": 54, "w_init": ["he_uniform", null], "vocab_size": 1104, "core": ["gru", {"core_dim": 65, "wh": ["truncated_normal", 0.12882155378182836], "wz": ["truncated_normal", 0.12882155378182836], "wr": ["truncated_normal", 0.12882155378182836], "uh": ["truncated_normal", 0.12882155378182836], "uz": ["truncated_normal", 0.12882155378182836], "ur": ["truncated_normal", 0.12882155378182836]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 106, "batch_size": 21, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed249":[{"embed_dim": 34, "w_init": ["random_uniform", 7.271080679649471], "vocab_size": 8686, "core": ["gru", {"core_dim": 43, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 50, "batch_size": 54, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed25":[{"embed_dim": 89, "w_init": ["he_uniform", null], "vocab_size": 2582, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 59}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 37, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed250":[{"embed_dim": 15, "w_init": ["glorot_uniform", null], "vocab_size": 3372, "core": ["gru", {"core_dim": 78, "wh": ["random_normal", 1.447262254776796], "wz": ["random_normal", 1.447262254776796], "wr": ["random_normal", 1.447262254776796], "uh": ["random_normal", 1.447262254776796], "uz": ["random_normal", 1.447262254776796], "ur": ["random_normal", 1.447262254776796]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 79, "batch_size": 65, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed251":[{"embed_dim": 47, "w_init": ["glorot_normal", null], "vocab_size": 2471, "core": ["gru", {"core_dim": 52, "wh": ["truncated_normal", 1.1716214863074943], "wz": ["truncated_normal", 1.1716214863074943], "wr": ["truncated_normal", 1.1716214863074943], "uh": ["truncated_normal", 1.1716214863074943], "uz": ["truncated_normal", 1.1716214863074943], "ur": ["truncated_normal", 1.1716214863074943]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 76, "batch_size": 388, "just_train": true, "num_train": 43113}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed252":[{"embed_dim": 8, "w_init": ["he_normal", null], "vocab_size": 2319, "core": ["gru", {"core_dim": 52, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 37, "batch_size": 94, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed253":[{"embed_dim": 17, "w_init": ["orthogonal", 1.0969157150593967], "vocab_size": 5624, "core": ["lstm", {"w_gates": ["orthogonal", 0.1693170779696329], "core_dim": 47}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 122, "batch_size": 39, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed254":[{"embed_dim": 33, "w_init": ["orthogonal", 0.20892327457431978], "vocab_size": 5096, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.2598533483075154], "in_to_hidden": ["random_normal", 0.2598533483075154], "act_fn": "leaky_relu4", "core_dim": 103}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 84, "batch_size": 361, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed255":[{"embed_dim": 29, "w_init": ["glorot_uniform", null], "vocab_size": 2992, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 41}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 80, "batch_size": 20, "just_train": true, "num_train": 5966}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed256":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 1996, "core": ["gru", {"core_dim": 56, "wh": ["he_normal", null], "wz": ["glorot_normal", null], "wr": ["random_uniform", 0.5745002405999187], "uh": ["he_normal", null], "uz": ["random_normal", 1.226849025591015], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 54, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed257":[{"embed_dim": 105, "w_init": ["random_uniform", 1.8317702028723455], "vocab_size": 12487, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 50}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 48, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed258":[{"embed_dim": 10, "w_init": ["orthogonal", 0.6706475631411368], "vocab_size": 11104, "core": ["lstm", {"w_gates": ["truncated_normal", 0.7127166589218545], "core_dim": 62}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 32, "batch_size": 37, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed259":[{"embed_dim": 54, "w_init": ["glorot_normal", null], "vocab_size": 2472, "core": ["lstm", {"w_gates": ["truncated_normal", 4.1866147550599315], "core_dim": 74}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 13, "batch_size": 144, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed26":[{"embed_dim": 19, "w_init": ["he_uniform", null], "vocab_size": 13642, "core": ["gru", {"core_dim": 37, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 73, "batch_size": 40, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed260":[{"embed_dim": 10, "w_init": ["glorot_uniform", null], "vocab_size": 2416, "core": ["lstm", {"w_gates": ["orthogonal", 4.38901671685678], "core_dim": 112}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 14, "batch_size": 157, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed261":[{"embed_dim": 74, "w_init": ["he_uniform", null], "vocab_size": 16662, "core": ["gru", {"core_dim": 35, "wh": ["random_normal", 7.732365675359284], "wz": ["glorot_normal", null], "wr": ["he_normal", null], "uh": ["he_uniform", null], "uz": ["he_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 12, "batch_size": 21, "just_train": false, "num_train": 10859}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed262":[{"embed_dim": 24, "w_init": ["random_normal", 1.3089139332444764], "vocab_size": 13558, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu2", "core_dim": 95}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 41, "batch_size": 44, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed263":[{"embed_dim": 39, "w_init": ["random_normal", 1.363124800639524], "vocab_size": 5895, "core": ["gru", {"core_dim": 43, "wh": ["variance_scaling", 0.6299126760629024], "wz": ["variance_scaling", 0.29215409809886994], "wr": ["he_uniform", null], "uh": ["truncated_normal", 5.080311249606087], "uz": ["random_uniform", 0.2788066709250061], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed264":[{"embed_dim": 69, "w_init": ["glorot_uniform", null], "vocab_size": 7013, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.1592705200098529], "in_to_hidden": ["orthogonal", 0.1592705200098529], "act_fn": "relu", "core_dim": 63}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 13, "batch_size": 308, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed265":[{"embed_dim": 34, "w_init": ["random_normal", 0.17495282529933914], "vocab_size": 1070, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 33}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 112, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed266":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 2296, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 9.990293696561618], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 109}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 28, "batch_size": 308, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed267":[{"embed_dim": 13, "w_init": ["he_uniform", null], "vocab_size": 9098, "core": ["lstm", {"w_gates": ["variance_scaling", 4.291324323031829], "core_dim": 52}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 20, "batch_size": 33, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed268":[{"embed_dim": 12, "w_init": ["random_normal", 9.052724973873783], "vocab_size": 1896, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.10712447899277378], "in_to_hidden": ["orthogonal", 0.10712447899277378], "act_fn": "cos", "core_dim": 89}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 31, "batch_size": 41, "just_train": false, "num_train": 1150}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed269":[{"embed_dim": 16, "w_init": ["glorot_normal", null], "vocab_size": 5200, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "tanh", "core_dim": 34}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 28, "batch_size": 55, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed27":[{"embed_dim": 26, "w_init": ["random_uniform", 2.956613668999794], "vocab_size": 19149, "core": ["gru", {"core_dim": 103, "wh": ["truncated_normal", 1.6716032333521422], "wz": ["truncated_normal", 1.6716032333521422], "wr": ["truncated_normal", 1.6716032333521422], "uh": ["truncated_normal", 1.6716032333521422], "uz": ["truncated_normal", 1.6716032333521422], "ur": ["truncated_normal", 1.6716032333521422]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 31, "batch_size": 240, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed270":[{"embed_dim": 55, "w_init": ["random_uniform", 0.12482914775649924], "vocab_size": 21602, "core": ["gru", {"core_dim": 40, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 185, "batch_size": 24, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed271":[{"embed_dim": 47, "w_init": ["he_normal", null], "vocab_size": 1339, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 106}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 62, "batch_size": 59, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed272":[{"embed_dim": 16, "w_init": ["truncated_normal", 7.512697798215462], "vocab_size": 2831, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "tanh", "core_dim": 116}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 63, "batch_size": 386, "just_train": false, "num_train": 18440}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed273":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 1241, "core": ["gru", {"core_dim": 70, "wh": ["glorot_normal", null], "wz": ["orthogonal", 0.34203558804521755], "wr": ["truncated_normal", 0.24339099052925553], "uh": ["random_uniform", 0.4265463216492259], "uz": ["random_normal", 0.11483014637934738], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 24, "batch_size": 170, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed274":[{"embed_dim": 18, "w_init": ["he_uniform", null], "vocab_size": 1719, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 15, "batch_size": 64, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed275":[{"embed_dim": 27, "w_init": ["random_normal", 9.49254736118919], "vocab_size": 23580, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "elu", "core_dim": 101}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 128, "batch_size": 25, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed276":[{"embed_dim": 116, "w_init": ["variance_scaling", 0.2841023800318268], "vocab_size": 1043, "core": ["gru", {"core_dim": 108, "wh": ["variance_scaling", 1.026260952979797], "wz": ["variance_scaling", 1.026260952979797], "wr": ["variance_scaling", 1.026260952979797], "uh": ["variance_scaling", 1.026260952979797], "uz": ["variance_scaling", 1.026260952979797], "ur": ["variance_scaling", 1.026260952979797]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 89, "batch_size": 194, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed277":[{"embed_dim": 31, "w_init": ["he_normal", null], "vocab_size": 1204, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "sigmoid", "core_dim": 97}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 125, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed278":[{"embed_dim": 14, "w_init": ["truncated_normal", 1.0928665236802373], "vocab_size": 12312, "core": ["gru", {"core_dim": 100, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 15, "batch_size": 344, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed279":[{"embed_dim": 41, "w_init": ["he_uniform", null], "vocab_size": 17100, "core": ["gru", {"core_dim": 72, "wh": ["random_uniform", 5.797847523974226], "wz": ["random_uniform", 5.797847523974226], "wr": ["random_uniform", 5.797847523974226], "uh": ["random_uniform", 5.797847523974226], "uz": ["random_uniform", 5.797847523974226], "ur": ["random_uniform", 5.797847523974226]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 44, "batch_size": 315, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed28":[{"embed_dim": 60, "w_init": ["he_uniform", null], "vocab_size": 1530, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu1", "core_dim": 104}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 179, "batch_size": 285, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed280":[{"embed_dim": 12, "w_init": ["glorot_uniform", null], "vocab_size": 5366, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 6.6714614014895], "in_to_hidden": ["variance_scaling", 6.6714614014895], "act_fn": "leaky_relu1", "core_dim": 94}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 84, "batch_size": 460, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed281":[{"embed_dim": 28, "w_init": ["glorot_normal", null], "vocab_size": 1519, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 1.489197809966781], "in_to_hidden": ["truncated_normal", 2.8144704697186724], "act_fn": "swish", "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 23, "batch_size": 216, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed282":[{"embed_dim": 22, "w_init": ["he_normal", null], "vocab_size": 1510, "core": ["gru", {"core_dim": 116, "wh": ["variance_scaling", 0.5885765644669363], "wz": ["variance_scaling", 0.5885765644669363], "wr": ["variance_scaling", 0.5885765644669363], "uh": ["variance_scaling", 0.5885765644669363], "uz": ["variance_scaling", 0.5885765644669363], "ur": ["variance_scaling", 0.5885765644669363]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 17, "batch_size": 283, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed283":[{"embed_dim": 42, "w_init": ["he_normal", null], "vocab_size": 8842, "core": ["gru", {"core_dim": 96, "wh": ["variance_scaling", 0.21799379508832115], "wz": ["variance_scaling", 0.21799379508832115], "wr": ["variance_scaling", 0.21799379508832115], "uh": ["variance_scaling", 0.21799379508832115], "uz": ["variance_scaling", 0.21799379508832115], "ur": ["variance_scaling", 0.21799379508832115]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 69, "batch_size": 45, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed284":[{"embed_dim": 83, "w_init": ["glorot_normal", null], "vocab_size": 1083, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu4", "core_dim": 104}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 16, "batch_size": 29, "just_train": false, "num_train": 32341}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed285":[{"embed_dim": 16, "w_init": ["glorot_normal", null], "vocab_size": 7973, "core": ["gru", {"core_dim": 32, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 237, "batch_size": 50, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed286":[{"embed_dim": 12, "w_init": ["glorot_uniform", null], "vocab_size": 4102, "core": ["gru", {"core_dim": 106, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 26, "batch_size": 49, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed287":[{"embed_dim": 12, "w_init": ["random_normal", 5.653542504942103], "vocab_size": 13778, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.11660462501664126], "in_to_hidden": ["variance_scaling", 0.11660462501664126], "act_fn": "tanh", "core_dim": 96}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 17, "batch_size": 9, "just_train": false, "num_train": 33789}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed288":[{"embed_dim": 37, "w_init": ["random_normal", 4.217573676953338], "vocab_size": 1078, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu1", "core_dim": 66}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 51, "batch_size": 452, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed289":[{"embed_dim": 60, "w_init": ["he_uniform", null], "vocab_size": 1831, "core": ["gru", {"core_dim": 60, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 49, "batch_size": 103, "just_train": false, "num_train": 28427}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed29":[{"embed_dim": 88, "w_init": ["glorot_uniform", null], "vocab_size": 1283, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 88}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 108, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed290":[{"embed_dim": 17, "w_init": ["glorot_uniform", null], "vocab_size": 12522, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 36}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 10, "batch_size": 166, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed291":[{"embed_dim": 11, "w_init": ["orthogonal", 2.000969425767412], "vocab_size": 4112, "core": ["gru", {"core_dim": 53, "wh": ["orthogonal", 9.845427530598675], "wz": ["orthogonal", 9.845427530598675], "wr": ["orthogonal", 9.845427530598675], "uh": ["orthogonal", 9.845427530598675], "uz": ["orthogonal", 9.845427530598675], "ur": ["orthogonal", 9.845427530598675]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 147, "batch_size": 30, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed292":[{"embed_dim": 16, "w_init": ["he_normal", null], "vocab_size": 7646, "core": ["gru", {"core_dim": 51, "wh": ["random_uniform", 1.6612484856156406], "wz": ["random_uniform", 1.6612484856156406], "wr": ["random_uniform", 1.6612484856156406], "uh": ["random_uniform", 1.6612484856156406], "uz": ["random_uniform", 1.6612484856156406], "ur": ["random_uniform", 1.6612484856156406]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 12, "batch_size": 19, "just_train": true, "num_train": 44448}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed293":[{"embed_dim": 77, "w_init": ["orthogonal", 2.1715942082574413], "vocab_size": 3488, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 82, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed294":[{"embed_dim": 51, "w_init": ["glorot_normal", null], "vocab_size": 8182, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 40, "batch_size": 40, "just_train": false, "num_train": 41638}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed295":[{"embed_dim": 45, "w_init": ["he_normal", null], "vocab_size": 12027, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.8421716761653906], "in_to_hidden": ["random_uniform", 4.887996302760121], "act_fn": "relu", "core_dim": 57}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 169, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed296":[{"embed_dim": 19, "w_init": ["random_normal", 6.788080502521121], "vocab_size": 1525, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 77}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 41, "batch_size": 342, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed297":[{"embed_dim": 111, "w_init": ["glorot_normal", null], "vocab_size": 1278, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 2.6188069337591675], "in_to_hidden": ["he_uniform", null], "act_fn": "swish", "core_dim": 34}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 29, "batch_size": 31, "just_train": false, "num_train": 11141}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed298":[{"embed_dim": 54, "w_init": ["he_uniform", null], "vocab_size": 11072, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 46}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 44, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed299":[{"embed_dim": 18, "w_init": ["he_normal", null], "vocab_size": 5970, "core": ["gru", {"core_dim": 73, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 28, "batch_size": 20, "just_train": true, "num_train": 32680}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed3":[{"embed_dim": 37, "w_init": ["random_normal", 0.38177675111179044], "vocab_size": 5683, "core": ["gru", {"core_dim": 111, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 11, "batch_size": 53, "just_train": false, "num_train": 22600}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed30":[{"embed_dim": 48, "w_init": ["he_normal", null], "vocab_size": 9537, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 127}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 37, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed300":[{"embed_dim": 28, "w_init": ["glorot_uniform", null], "vocab_size": 3509, "core": ["gru", {"core_dim": 45, "wh": ["random_uniform", 4.1897560034441], "wz": ["random_uniform", 4.1897560034441], "wr": ["random_uniform", 4.1897560034441], "uh": ["random_uniform", 4.1897560034441], "uz": ["random_uniform", 4.1897560034441], "ur": ["random_uniform", 4.1897560034441]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 77, "batch_size": 120, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed301":[{"embed_dim": 20, "w_init": ["he_uniform", null], "vocab_size": 9913, "core": ["gru", {"core_dim": 87, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 114, "batch_size": 157, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed302":[{"embed_dim": 47, "w_init": ["random_uniform", 0.48226913576153696], "vocab_size": 12375, "core": ["gru", {"core_dim": 75, "wh": ["truncated_normal", 2.193679186344495], "wz": ["truncated_normal", 2.193679186344495], "wr": ["truncated_normal", 2.193679186344495], "uh": ["truncated_normal", 2.193679186344495], "uz": ["truncated_normal", 2.193679186344495], "ur": ["truncated_normal", 2.193679186344495]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 11, "batch_size": 192, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed303":[{"embed_dim": 64, "w_init": ["glorot_uniform", null], "vocab_size": 6510, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.3597939714691469], "in_to_hidden": ["random_normal", 0.3597939714691469], "act_fn": "relu", "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 60, "batch_size": 129, "just_train": false, "num_train": 5813}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed304":[{"embed_dim": 25, "w_init": ["random_uniform", 7.560652843318197], "vocab_size": 4024, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 74}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 54, "batch_size": 42, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed305":[{"embed_dim": 12, "w_init": ["truncated_normal", 1.0943871981884645], "vocab_size": 4187, "core": ["gru", {"core_dim": 125, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 70, "batch_size": 93, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed306":[{"embed_dim": 18, "w_init": ["variance_scaling", 0.4447984191901465], "vocab_size": 5289, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.4892273993439197], "in_to_hidden": ["variance_scaling", 2.5593699641928644], "act_fn": "tanh", "core_dim": 49}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 17, "batch_size": 64, "just_train": true, "num_train": 47035}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed307":[{"embed_dim": 19, "w_init": ["he_normal", null], "vocab_size": 3947, "core": ["gru", {"core_dim": 33, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 31, "batch_size": 100, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed308":[{"embed_dim": 70, "w_init": ["orthogonal", 0.11042562866767586], "vocab_size": 7389, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 45}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 15, "batch_size": 283, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed309":[{"embed_dim": 71, "w_init": ["random_uniform", 4.118319697715429], "vocab_size": 5260, "core": ["gru", {"core_dim": 80, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 175, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed31":[{"embed_dim": 18, "w_init": ["variance_scaling", 3.4723689527363426], "vocab_size": 28690, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.13717565290540323], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 36}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 16, "batch_size": 161, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed310":[{"embed_dim": 77, "w_init": ["orthogonal", 8.902490714622639], "vocab_size": 7975, "core": ["gru", {"core_dim": 49, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 190, "batch_size": 76, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed311":[{"embed_dim": 28, "w_init": ["he_normal", null], "vocab_size": 12185, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "sigmoid", "core_dim": 55}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 147, "batch_size": 122, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed312":[{"embed_dim": 15, "w_init": ["he_normal", null], "vocab_size": 4092, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.7432338175446156], "in_to_hidden": ["truncated_normal", 1.7432338175446156], "act_fn": "relu", "core_dim": 83}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 15, "batch_size": 126, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed313":[{"embed_dim": 13, "w_init": ["he_uniform", null], "vocab_size": 18690, "core": ["gru", {"core_dim": 119, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 55, "batch_size": 49, "just_train": false, "num_train": 23159}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed314":[{"embed_dim": 102, "w_init": ["he_uniform", null], "vocab_size": 2463, "core": ["lstm", {"w_gates": ["truncated_normal", 4.515543433103898], "core_dim": 88}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 23, "batch_size": 194, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed315":[{"embed_dim": 44, "w_init": ["glorot_uniform", null], "vocab_size": 1533, "core": ["lstm", {"w_gates": ["variance_scaling", 0.7017559642689586], "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 256, "batch_size": 44, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed316":[{"embed_dim": 80, "w_init": ["random_normal", 2.5461513715303443], "vocab_size": 1326, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 2.524305257173879], "in_to_hidden": ["random_uniform", 2.524305257173879], "act_fn": "tanh", "core_dim": 71}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 121, "batch_size": 386, "just_train": true, "num_train": 9566}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed317":[{"embed_dim": 19, "w_init": ["random_normal", 8.453645513541813], "vocab_size": 7111, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.3160976993174076], "in_to_hidden": ["orthogonal", 0.2611631697254515], "act_fn": "leaky_relu4", "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 14, "batch_size": 497, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed318":[{"embed_dim": 41, "w_init": ["he_normal", null], "vocab_size": 2624, "core": ["gru", {"core_dim": 85, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 44, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed319":[{"embed_dim": 127, "w_init": ["truncated_normal", 0.19390888103701373], "vocab_size": 1049, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 80}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 140, "batch_size": 11, "just_train": true, "num_train": 22969}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed32":[{"embed_dim": 87, "w_init": ["he_normal", null], "vocab_size": 6607, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 4.289535617007938], "in_to_hidden": ["random_normal", 4.289535617007938], "act_fn": "elu", "core_dim": 116}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 11, "batch_size": 29, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed320":[{"embed_dim": 58, "w_init": ["glorot_uniform", null], "vocab_size": 29325, "core": ["lstm", {"w_gates": ["random_normal", 1.760327908828948], "core_dim": 33}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 12, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed321":[{"embed_dim": 93, "w_init": ["glorot_normal", null], "vocab_size": 27993, "core": ["gru", {"core_dim": 91, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 229, "batch_size": 32, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed322":[{"embed_dim": 25, "w_init": ["glorot_normal", null], "vocab_size": 2557, "core": ["gru", {"core_dim": 33, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 246, "batch_size": 10, "just_train": false, "num_train": 12180}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed323":[{"embed_dim": 119, "w_init": ["glorot_normal", null], "vocab_size": 21632, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 90}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 19, "batch_size": 161, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed324":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 1217, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.40728188950741395], "in_to_hidden": ["orthogonal", 0.40728188950741395], "act_fn": "elu", "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 63, "batch_size": 92, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed325":[{"embed_dim": 105, "w_init": ["variance_scaling", 0.7400333084865178], "vocab_size": 10209, "core": ["gru", {"core_dim": 92, "wh": ["random_uniform", 3.8086308906879576], "wz": ["random_uniform", 3.8086308906879576], "wr": ["random_uniform", 3.8086308906879576], "uh": ["random_uniform", 3.8086308906879576], "uz": ["random_uniform", 3.8086308906879576], "ur": ["random_uniform", 3.8086308906879576]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 37, "batch_size": 79, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed326":[{"embed_dim": 34, "w_init": ["truncated_normal", 1.0113228561514276], "vocab_size": 1130, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "swish", "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 15, "batch_size": 79, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed327":[{"embed_dim": 28, "w_init": ["random_normal", 0.3695003162541344], "vocab_size": 4847, "core": ["gru", {"core_dim": 82, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 46, "batch_size": 69, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed328":[{"embed_dim": 16, "w_init": ["glorot_uniform", null], "vocab_size": 1345, "core": ["gru", {"core_dim": 35, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 53, "batch_size": 23, "just_train": false, "num_train": 41404}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed329":[{"embed_dim": 39, "w_init": ["he_normal", null], "vocab_size": 1272, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.8518330496744357], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu4", "core_dim": 49}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 39, "batch_size": 45, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed33":[{"embed_dim": 16, "w_init": ["he_normal", null], "vocab_size": 4046, "core": ["gru", {"core_dim": 107, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 91, "batch_size": 61, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed330":[{"embed_dim": 32, "w_init": ["glorot_uniform", null], "vocab_size": 18583, "core": ["gru", {"core_dim": 35, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 63, "batch_size": 328, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed331":[{"embed_dim": 110, "w_init": ["glorot_normal", null], "vocab_size": 10949, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.6504714115117705], "in_to_hidden": ["truncated_normal", 1.6504714115117705], "act_fn": "tanh", "core_dim": 102}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 11, "batch_size": 87, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed332":[{"embed_dim": 102, "w_init": ["random_normal", 0.3721008180966657], "vocab_size": 23647, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.17751016465422542], "in_to_hidden": ["random_uniform", 0.17751016465422542], "act_fn": "leaky_relu1", "core_dim": 57}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 13, "batch_size": 92, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed333":[{"embed_dim": 36, "w_init": ["random_normal", 0.10808436915043065], "vocab_size": 3076, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "elu", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 22, "batch_size": 19, "just_train": true, "num_train": 3964}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed334":[{"embed_dim": 15, "w_init": ["glorot_normal", null], "vocab_size": 1526, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 100}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 69, "batch_size": 245, "just_train": false, "num_train": 42158}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed335":[{"embed_dim": 66, "w_init": ["glorot_normal", null], "vocab_size": 16763, "core": ["lstm", {"w_gates": ["random_normal", 3.7567503067370582], "core_dim": 60}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 219, "batch_size": 88, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed336":[{"embed_dim": 27, "w_init": ["truncated_normal", 0.9232838974643848], "vocab_size": 2189, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 79}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 256, "batch_size": 31, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed337":[{"embed_dim": 73, "w_init": ["glorot_normal", null], "vocab_size": 6897, "core": ["gru", {"core_dim": 68, "wh": ["glorot_uniform", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["glorot_uniform", null], "uz": ["random_normal", 5.748918774617785], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 100, "batch_size": 208, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed338":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 5787, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "elu", "core_dim": 62}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 34, "batch_size": 110, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed339":[{"embed_dim": 47, "w_init": ["glorot_uniform", null], "vocab_size": 2522, "core": ["gru", {"core_dim": 125, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["random_normal", 2.7322689100260815], "uh": ["glorot_normal", null], "uz": ["glorot_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 198, "batch_size": 76, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed34":[{"embed_dim": 9, "w_init": ["random_uniform", 0.15325247981435014], "vocab_size": 8607, "core": ["gru", {"core_dim": 117, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 10, "batch_size": 119, "just_train": false, "num_train": 21326}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed340":[{"embed_dim": 17, "w_init": ["variance_scaling", 1.2211291026695608], "vocab_size": 3213, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 10, "batch_size": 12, "just_train": false, "num_train": 26461}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed341":[{"embed_dim": 17, "w_init": ["variance_scaling", 2.882335056085679], "vocab_size": 24417, "core": ["gru", {"core_dim": 98, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 43, "batch_size": 56, "just_train": true, "num_train": 42841}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed342":[{"embed_dim": 10, "w_init": ["random_uniform", 0.12067202851482954], "vocab_size": 7113, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 54}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 32, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed343":[{"embed_dim": 10, "w_init": ["orthogonal", 2.054007415719163], "vocab_size": 4173, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 7.305723484747926], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu1", "core_dim": 41}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 38, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed344":[{"embed_dim": 19, "w_init": ["random_uniform", 0.40393292445211487], "vocab_size": 1065, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 71}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 36, "batch_size": 126, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed345":[{"embed_dim": 22, "w_init": ["orthogonal", 0.9847273699692126], "vocab_size": 7751, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["random_normal", 0.7994379526474316], "act_fn": "cos", "core_dim": 67}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 151, "batch_size": 346, "just_train": false, "num_train": 13028}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed346":[{"embed_dim": 41, "w_init": ["glorot_normal", null], "vocab_size": 1880, "core": ["gru", {"core_dim": 81, "wh": ["glorot_normal", null], "wz": ["orthogonal", 0.4753692392027259], "wr": ["he_normal", null], "uh": ["glorot_normal", null], "uz": ["variance_scaling", 0.32016207942481195], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 81, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed347":[{"embed_dim": 17, "w_init": ["glorot_uniform", null], "vocab_size": 19966, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 3.48238124650541], "in_to_hidden": ["orthogonal", 3.48238124650541], "act_fn": "relu", "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 148, "batch_size": 42, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed348":[{"embed_dim": 17, "w_init": ["he_normal", null], "vocab_size": 3093, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 92}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 51, "batch_size": 251, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed349":[{"embed_dim": 14, "w_init": ["variance_scaling", 0.8991273059596395], "vocab_size": 2233, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 97}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 196, "batch_size": 121, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed35":[{"embed_dim": 28, "w_init": ["he_normal", null], "vocab_size": 2198, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.0803284545070537], "in_to_hidden": ["random_normal", 1.0803284545070537], "act_fn": "relu", "core_dim": 47}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 19, "batch_size": 448, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed350":[{"embed_dim": 27, "w_init": ["random_normal", 6.158955345834639], "vocab_size": 2621, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 98}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 113, "batch_size": 30, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed351":[{"embed_dim": 8, "w_init": ["glorot_uniform", null], "vocab_size": 1031, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 40}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 46, "batch_size": 97, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed352":[{"embed_dim": 90, "w_init": ["he_uniform", null], "vocab_size": 2199, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.258432711470551], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 34}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 57, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed353":[{"embed_dim": 27, "w_init": ["glorot_uniform", null], "vocab_size": 16026, "core": ["gru", {"core_dim": 39, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 119, "batch_size": 27, "just_train": false, "num_train": 8122}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed354":[{"embed_dim": 61, "w_init": ["he_uniform", null], "vocab_size": 11310, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 1.4612652350690858], "in_to_hidden": ["random_uniform", 1.4612652350690858], "act_fn": "tanh", "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 156, "batch_size": 62, "just_train": false, "num_train": 2828}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed355":[{"embed_dim": 15, "w_init": ["he_normal", null], "vocab_size": 24601, "core": ["gru", {"core_dim": 35, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 34, "batch_size": 130, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed356":[{"embed_dim": 31, "w_init": ["glorot_uniform", null], "vocab_size": 11968, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 83, "batch_size": 8, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed357":[{"embed_dim": 59, "w_init": ["glorot_uniform", null], "vocab_size": 16191, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 75}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 196, "batch_size": 21, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed358":[{"embed_dim": 58, "w_init": ["glorot_uniform", null], "vocab_size": 4855, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.514961746802261], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 50}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 170, "batch_size": 44, "just_train": true, "num_train": 43881}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed359":[{"embed_dim": 92, "w_init": ["random_normal", 0.4134824786067743], "vocab_size": 4328, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu1", "core_dim": 46}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 49, "batch_size": 68, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed36":[{"embed_dim": 60, "w_init": ["he_uniform", null], "vocab_size": 25497, "core": ["lstm", {"w_gates": ["random_uniform", 0.5326343770427923], "core_dim": 41}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 192, "batch_size": 181, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed360":[{"embed_dim": 32, "w_init": ["variance_scaling", 0.5482827740046585], "vocab_size": 4267, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 79}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 10, "batch_size": 42, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed361":[{"embed_dim": 11, "w_init": ["random_normal", 5.654210046000489], "vocab_size": 4033, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 65}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 160, "batch_size": 99, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed362":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 12981, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 41}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 14, "batch_size": 182, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed363":[{"embed_dim": 11, "w_init": ["random_normal", 1.3360068020007916], "vocab_size": 13088, "core": ["gru", {"core_dim": 94, "wh": ["truncated_normal", 0.11867276455549673], "wz": ["truncated_normal", 0.11867276455549673], "wr": ["truncated_normal", 0.11867276455549673], "uh": ["truncated_normal", 0.11867276455549673], "uz": ["truncated_normal", 0.11867276455549673], "ur": ["truncated_normal", 0.11867276455549673]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 26, "batch_size": 374, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed364":[{"embed_dim": 26, "w_init": ["glorot_normal", null], "vocab_size": 1911, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 80}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 148, "batch_size": 71, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed365":[{"embed_dim": 109, "w_init": ["orthogonal", 2.3400273583028888], "vocab_size": 7402, "core": ["gru", {"core_dim": 53, "wh": ["random_normal", 0.40740359285327593], "wz": ["random_normal", 0.40740359285327593], "wr": ["random_normal", 0.40740359285327593], "uh": ["random_normal", 0.40740359285327593], "uz": ["random_normal", 0.40740359285327593], "ur": ["random_normal", 0.40740359285327593]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 115, "batch_size": 27, "just_train": false, "num_train": 22480}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed366":[{"embed_dim": 11, "w_init": ["he_normal", null], "vocab_size": 9240, "core": ["gru", {"core_dim": 112, "wh": ["variance_scaling", 1.3526453072639082], "wz": ["glorot_normal", null], "wr": ["glorot_uniform", null], "uh": ["he_uniform", null], "uz": ["he_normal", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 14, "batch_size": 189, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed367":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 1156, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 113}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 36, "batch_size": 29, "just_train": false, "num_train": 23067}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed368":[{"embed_dim": 25, "w_init": ["glorot_normal", null], "vocab_size": 14688, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 84}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 12, "batch_size": 224, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed369":[{"embed_dim": 49, "w_init": ["he_normal", null], "vocab_size": 4193, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.1654414145715682], "in_to_hidden": ["random_uniform", 0.1654414145715682], "act_fn": "relu", "core_dim": 66}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 23, "batch_size": 374, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed37":[{"embed_dim": 110, "w_init": ["he_uniform", null], "vocab_size": 1927, "core": ["lstm", {"w_gates": ["orthogonal", 2.335866589706727], "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 115, "batch_size": 216, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed370":[{"embed_dim": 22, "w_init": ["glorot_uniform", null], "vocab_size": 19117, "core": ["gru", {"core_dim": 32, "wh": ["truncated_normal", 0.2609539913395452], "wz": ["truncated_normal", 0.2609539913395452], "wr": ["truncated_normal", 0.2609539913395452], "uh": ["truncated_normal", 0.2609539913395452], "uz": ["truncated_normal", 0.2609539913395452], "ur": ["truncated_normal", 0.2609539913395452]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 150, "batch_size": 110, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed371":[{"embed_dim": 51, "w_init": ["he_uniform", null], "vocab_size": 2718, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 60}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 23, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed372":[{"embed_dim": 15, "w_init": ["glorot_normal", null], "vocab_size": 8782, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 73}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 49, "batch_size": 82, "just_train": false, "num_train": 11051}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed373":[{"embed_dim": 55, "w_init": ["he_uniform", null], "vocab_size": 13142, "core": ["gru", {"core_dim": 126, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 19, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed374":[{"embed_dim": 12, "w_init": ["he_normal", null], "vocab_size": 1717, "core": ["lstm", {"w_gates": ["random_uniform", 5.271015534019955], "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 71, "batch_size": 358, "just_train": false, "num_train": 35242}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed375":[{"embed_dim": 14, "w_init": ["glorot_normal", null], "vocab_size": 1200, "core": ["gru", {"core_dim": 48, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 133, "batch_size": 188, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed376":[{"embed_dim": 25, "w_init": ["random_uniform", 7.808608046079666], "vocab_size": 1292, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 89}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 58, "batch_size": 13, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed377":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 5900, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "sigmoid", "core_dim": 42}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 45, "batch_size": 26, "just_train": true, "num_train": 1208}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed378":[{"embed_dim": 42, "w_init": ["glorot_normal", null], "vocab_size": 1186, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "cos", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 199, "batch_size": 210, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed379":[{"embed_dim": 74, "w_init": ["glorot_uniform", null], "vocab_size": 7831, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 84}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 20, "batch_size": 22, "just_train": true, "num_train": 40213}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed38":[{"embed_dim": 23, "w_init": ["truncated_normal", 7.733912809401748], "vocab_size": 10918, "core": ["gru", {"core_dim": 66, "wh": ["glorot_uniform", null], "wz": ["glorot_normal", null], "wr": ["random_uniform", 4.062896378421537], "uh": ["random_uniform", 1.944745619123837], "uz": ["orthogonal", 1.917620130241807], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 51, "batch_size": 245, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed380":[{"embed_dim": 14, "w_init": ["random_uniform", 5.327673634032726], "vocab_size": 10857, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 73}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 166, "batch_size": 95, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed381":[{"embed_dim": 41, "w_init": ["he_normal", null], "vocab_size": 2454, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 54}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 12, "batch_size": 63, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed382":[{"embed_dim": 65, "w_init": ["he_normal", null], "vocab_size": 2233, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 90}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 50, "batch_size": 9, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed383":[{"embed_dim": 27, "w_init": ["glorot_uniform", null], "vocab_size": 3048, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 55}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 12, "batch_size": 101, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed384":[{"embed_dim": 71, "w_init": ["glorot_uniform", null], "vocab_size": 11683, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 132, "batch_size": 214, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed385":[{"embed_dim": 10, "w_init": ["glorot_uniform", null], "vocab_size": 2100, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.2582640752310476], "in_to_hidden": ["orthogonal", 0.2582640752310476], "act_fn": "leaky_relu4", "core_dim": 58}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 22, "batch_size": 273, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed386":[{"embed_dim": 62, "w_init": ["he_normal", null], "vocab_size": 16896, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 123}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 137, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed387":[{"embed_dim": 41, "w_init": ["glorot_uniform", null], "vocab_size": 1213, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 108}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 62, "batch_size": 79, "just_train": false, "num_train": 18349}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed388":[{"embed_dim": 20, "w_init": ["he_uniform", null], "vocab_size": 8550, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 195, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed389":[{"embed_dim": 18, "w_init": ["variance_scaling", 0.3575675010558167], "vocab_size": 7804, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu4", "core_dim": 66}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 13, "batch_size": 68, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed39":[{"embed_dim": 36, "w_init": ["random_uniform", 4.373244511812273], "vocab_size": 1515, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 77}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 21, "batch_size": 56, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed390":[{"embed_dim": 96, "w_init": ["he_uniform", null], "vocab_size": 27326, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 123}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 181, "batch_size": 87, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed391":[{"embed_dim": 9, "w_init": ["glorot_normal", null], "vocab_size": 3341, "core": ["gru", {"core_dim": 83, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 24, "batch_size": 106, "just_train": true, "num_train": 10842}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed392":[{"embed_dim": 22, "w_init": ["variance_scaling", 0.13372278057384912], "vocab_size": 28901, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 3.1358034834999384], "in_to_hidden": ["orthogonal", 3.1358034834999384], "act_fn": "leaky_relu1", "core_dim": 72}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 26, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed393":[{"embed_dim": 14, "w_init": ["glorot_normal", null], "vocab_size": 14963, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 2.2962738108568064], "in_to_hidden": ["variance_scaling", 2.2962738108568064], "act_fn": "leaky_relu1", "core_dim": 82}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 17, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed394":[{"embed_dim": 33, "w_init": ["he_uniform", null], "vocab_size": 1314, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 88, "batch_size": 80, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed395":[{"embed_dim": 31, "w_init": ["glorot_uniform", null], "vocab_size": 1880, "core": ["gru", {"core_dim": 71, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 63, "batch_size": 124, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed396":[{"embed_dim": 19, "w_init": ["he_normal", null], "vocab_size": 16397, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.751482611267469], "in_to_hidden": ["variance_scaling", 0.751482611267469], "act_fn": "elu", "core_dim": 40}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 73, "batch_size": 18, "just_train": false, "num_train": 25728}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed397":[{"embed_dim": 14, "w_init": ["glorot_normal", null], "vocab_size": 2620, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.8810446429799734], "in_to_hidden": ["random_normal", 0.8810446429799734], "act_fn": "elu", "core_dim": 52}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 170, "batch_size": 113, "just_train": false, "num_train": 18873}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed398":[{"embed_dim": 62, "w_init": ["glorot_normal", null], "vocab_size": 4249, "core": ["lstm", {"w_gates": ["random_uniform", 0.6352611931115484], "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 101, "batch_size": 92, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed399":[{"embed_dim": 23, "w_init": ["orthogonal", 0.1405794654030776], "vocab_size": 1444, "core": ["gru", {"core_dim": 105, "wh": ["variance_scaling", 3.7119018378972943], "wz": ["variance_scaling", 3.7119018378972943], "wr": ["variance_scaling", 3.7119018378972943], "uh": ["variance_scaling", 3.7119018378972943], "uz": ["variance_scaling", 3.7119018378972943], "ur": ["variance_scaling", 3.7119018378972943]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 17, "batch_size": 304, "just_train": false, "num_train": 48186}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed4":[{"embed_dim": 117, "w_init": ["he_uniform", null], "vocab_size": 27338, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu1", "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 78, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed40":[{"embed_dim": 25, "w_init": ["glorot_normal", null], "vocab_size": 14614, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 49}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 124, "batch_size": 139, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed400":[{"embed_dim": 51, "w_init": ["glorot_uniform", null], "vocab_size": 18590, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 94}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 196, "batch_size": 22, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed401":[{"embed_dim": 60, "w_init": ["he_normal", null], "vocab_size": 6175, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 71}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 196, "batch_size": 460, "just_train": false, "num_train": 26650}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed402":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 2886, "core": ["gru", {"core_dim": 64, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 31, "batch_size": 399, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed403":[{"embed_dim": 13, "w_init": ["he_uniform", null], "vocab_size": 7563, "core": ["gru", {"core_dim": 53, "wh": ["orthogonal", 3.8020077557288072], "wz": ["orthogonal", 3.8020077557288072], "wr": ["orthogonal", 3.8020077557288072], "uh": ["orthogonal", 3.8020077557288072], "uz": ["orthogonal", 3.8020077557288072], "ur": ["orthogonal", 3.8020077557288072]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 11, "batch_size": 80, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed404":[{"embed_dim": 51, "w_init": ["he_normal", null], "vocab_size": 20856, "core": ["gru", {"core_dim": 98, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 47, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed405":[{"embed_dim": 56, "w_init": ["glorot_uniform", null], "vocab_size": 1890, "core": ["gru", {"core_dim": 38, "wh": ["glorot_normal", null], "wz": ["random_normal", 0.26537030046641225], "wr": ["orthogonal", 1.8268275191046317], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["variance_scaling", 0.4016758953596424]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 44, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed406":[{"embed_dim": 102, "w_init": ["he_uniform", null], "vocab_size": 3792, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 100}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 158, "batch_size": 88, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed407":[{"embed_dim": 85, "w_init": ["he_uniform", null], "vocab_size": 2133, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 96}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 16, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed408":[{"embed_dim": 31, "w_init": ["random_uniform", 9.420066979155349], "vocab_size": 5239, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 113}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 110, "batch_size": 16, "just_train": false, "num_train": 23742}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed409":[{"embed_dim": 14, "w_init": ["truncated_normal", 0.11642789438668817], "vocab_size": 17684, "core": ["gru", {"core_dim": 97, "wh": ["orthogonal", 0.13451140649587695], "wz": ["orthogonal", 0.13451140649587695], "wr": ["orthogonal", 0.13451140649587695], "uh": ["orthogonal", 0.13451140649587695], "uz": ["orthogonal", 0.13451140649587695], "ur": ["orthogonal", 0.13451140649587695]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 59, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed41":[{"embed_dim": 16, "w_init": ["glorot_normal", null], "vocab_size": 9994, "core": ["gru", {"core_dim": 95, "wh": ["random_normal", 2.5465253969930175], "wz": ["random_normal", 2.5465253969930175], "wr": ["random_normal", 2.5465253969930175], "uh": ["random_normal", 2.5465253969930175], "uz": ["random_normal", 2.5465253969930175], "ur": ["random_normal", 2.5465253969930175]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 18, "batch_size": 54, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed410":[{"embed_dim": 94, "w_init": ["orthogonal", 8.347633148438698], "vocab_size": 16051, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.2039127957564772], "in_to_hidden": ["variance_scaling", 0.9174444402745872], "act_fn": "tanh", "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 50, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed411":[{"embed_dim": 83, "w_init": ["orthogonal", 0.3382321023556442], "vocab_size": 2379, "core": ["lstm", {"w_gates": ["random_normal", 0.6423552881541956], "core_dim": 108}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 13, "batch_size": 93, "just_train": false, "num_train": 8885}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed412":[{"embed_dim": 110, "w_init": ["truncated_normal", 0.11636163998076815], "vocab_size": 7292, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 83}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 49, "batch_size": 55, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed413":[{"embed_dim": 49, "w_init": ["he_normal", null], "vocab_size": 1304, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.981308066497652], "in_to_hidden": ["random_normal", 1.981308066497652], "act_fn": "tanh", "core_dim": 53}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 39, "batch_size": 90, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed414":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 22079, "core": ["lstm", {"w_gates": ["variance_scaling", 1.2710637995678165], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 244, "batch_size": 80, "just_train": true, "num_train": 35619}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed415":[{"embed_dim": 10, "w_init": ["random_uniform", 0.17519472012520795], "vocab_size": 1789, "core": ["gru", {"core_dim": 96, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 229, "batch_size": 31, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed416":[{"embed_dim": 23, "w_init": ["glorot_uniform", null], "vocab_size": 2765, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 123}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 88, "batch_size": 35, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed417":[{"embed_dim": 8, "w_init": ["variance_scaling", 0.15659506509880539], "vocab_size": 6138, "core": ["gru", {"core_dim": 42, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["glorot_uniform", null], "uh": ["he_normal", null], "uz": ["he_uniform", null], "ur": ["random_uniform", 0.3600929499633034]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 108, "batch_size": 88, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed418":[{"embed_dim": 19, "w_init": ["glorot_uniform", null], "vocab_size": 13427, "core": ["lstm", {"w_gates": ["variance_scaling", 0.683742703407713], "core_dim": 119}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 10, "batch_size": 103, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed419":[{"embed_dim": 18, "w_init": ["random_uniform", 0.1161490195253644], "vocab_size": 2404, "core": ["lstm", {"w_gates": ["truncated_normal", 0.2246300539951343], "core_dim": 108}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 256, "batch_size": 123, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed42":[{"embed_dim": 23, "w_init": ["variance_scaling", 2.9106359131330697], "vocab_size": 7661, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 99, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed420":[{"embed_dim": 19, "w_init": ["he_normal", null], "vocab_size": 2480, "core": ["lstm", {"w_gates": ["truncated_normal", 1.817427250827194], "core_dim": 52}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 70, "batch_size": 12, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed421":[{"embed_dim": 53, "w_init": ["random_uniform", 0.1295836660577471], "vocab_size": 28847, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "sigmoid", "core_dim": 56}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 103, "batch_size": 268, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed422":[{"embed_dim": 16, "w_init": ["he_normal", null], "vocab_size": 1819, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 2.913847878287209], "in_to_hidden": ["truncated_normal", 2.913847878287209], "act_fn": "swish", "core_dim": 80}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 41, "batch_size": 55, "just_train": false, "num_train": 34568}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed423":[{"embed_dim": 20, "w_init": ["he_uniform", null], "vocab_size": 23563, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 172, "batch_size": 199, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed424":[{"embed_dim": 77, "w_init": ["he_uniform", null], "vocab_size": 2408, "core": ["lstm", {"w_gates": ["orthogonal", 0.8370247229694437], "core_dim": 78}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 136, "batch_size": 112, "just_train": false, "num_train": 13451}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed425":[{"embed_dim": 65, "w_init": ["glorot_uniform", null], "vocab_size": 16154, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.1637321121431162], "in_to_hidden": ["random_uniform", 2.0254884812552403], "act_fn": "relu", "core_dim": 51}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 30, "batch_size": 245, "just_train": false, "num_train": 37260}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed426":[{"embed_dim": 90, "w_init": ["he_normal", null], "vocab_size": 6682, "core": ["lstm", {"w_gates": ["variance_scaling", 0.6773279819118867], "core_dim": 49}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 40, "batch_size": 67, "just_train": false, "num_train": 46454}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed427":[{"embed_dim": 113, "w_init": ["he_uniform", null], "vocab_size": 1657, "core": ["lstm", {"w_gates": ["random_uniform", 1.4084832299590355], "core_dim": 37}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 14, "batch_size": 38, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed428":[{"embed_dim": 77, "w_init": ["truncated_normal", 0.6869492296318338], "vocab_size": 4546, "core": ["gru", {"core_dim": 37, "wh": ["orthogonal", 8.399624451182689], "wz": ["orthogonal", 8.399624451182689], "wr": ["orthogonal", 8.399624451182689], "uh": ["orthogonal", 8.399624451182689], "uz": ["orthogonal", 8.399624451182689], "ur": ["orthogonal", 8.399624451182689]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 37, "batch_size": 20, "just_train": false, "num_train": 25136}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed429":[{"embed_dim": 22, "w_init": ["he_normal", null], "vocab_size": 16045, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 93}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 39, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed43":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 1574, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "tanh", "core_dim": 81}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 36, "batch_size": 225, "just_train": false, "num_train": 36954}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed430":[{"embed_dim": 12, "w_init": ["orthogonal", 7.259805016155437], "vocab_size": 18962, "core": ["gru", {"core_dim": 41, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 85, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed431":[{"embed_dim": 104, "w_init": ["he_uniform", null], "vocab_size": 28154, "core": ["gru", {"core_dim": 34, "wh": ["orthogonal", 0.4023980432403831], "wz": ["orthogonal", 0.4023980432403831], "wr": ["orthogonal", 0.4023980432403831], "uh": ["orthogonal", 0.4023980432403831], "uz": ["orthogonal", 0.4023980432403831], "ur": ["orthogonal", 0.4023980432403831]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 114, "batch_size": 46, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed432":[{"embed_dim": 98, "w_init": ["truncated_normal", 1.5132135442138506], "vocab_size": 28729, "core": ["gru", {"core_dim": 93, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 150, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed433":[{"embed_dim": 30, "w_init": ["glorot_normal", null], "vocab_size": 5336, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 39}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 105, "batch_size": 10, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed434":[{"embed_dim": 21, "w_init": ["he_normal", null], "vocab_size": 4020, "core": ["gru", {"core_dim": 83, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 94, "batch_size": 56, "just_train": false, "num_train": 45056}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed435":[{"embed_dim": 106, "w_init": ["random_uniform", 0.40438158010856534], "vocab_size": 1789, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 98}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 185, "batch_size": 91, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed436":[{"embed_dim": 15, "w_init": ["random_normal", 0.4542537105588151], "vocab_size": 1459, "core": ["gru", {"core_dim": 67, "wh": ["orthogonal", 0.3092978004476379], "wz": ["orthogonal", 0.3092978004476379], "wr": ["orthogonal", 0.3092978004476379], "uh": ["orthogonal", 0.3092978004476379], "uz": ["orthogonal", 0.3092978004476379], "ur": ["orthogonal", 0.3092978004476379]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 21, "batch_size": 462, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed437":[{"embed_dim": 36, "w_init": ["he_normal", null], "vocab_size": 16519, "core": ["lstm", {"w_gates": ["random_uniform", 0.13628175761790484], "core_dim": 51}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 146, "batch_size": 54, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed438":[{"embed_dim": 13, "w_init": ["variance_scaling", 4.874864014203049], "vocab_size": 1963, "core": ["lstm", {"w_gates": ["orthogonal", 0.14870028194048568], "core_dim": 116}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 174, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed439":[{"embed_dim": 41, "w_init": ["random_uniform", 0.12540243673627013], "vocab_size": 21956, "core": ["gru", {"core_dim": 91, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 203, "batch_size": 53, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed44":[{"embed_dim": 81, "w_init": ["glorot_normal", null], "vocab_size": 12587, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 225, "batch_size": 53, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed440":[{"embed_dim": 13, "w_init": ["variance_scaling", 4.950841565484003], "vocab_size": 3872, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 41}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 12, "batch_size": 120, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed441":[{"embed_dim": 118, "w_init": ["he_normal", null], "vocab_size": 1058, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 4.821578034631923], "in_to_hidden": ["random_uniform", 4.821578034631923], "act_fn": "relu", "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 114, "batch_size": 50, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed442":[{"embed_dim": 24, "w_init": ["glorot_uniform", null], "vocab_size": 2379, "core": ["lstm", {"w_gates": ["random_uniform", 0.7459962073887073], "core_dim": 110}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 49, "batch_size": 158, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed443":[{"embed_dim": 56, "w_init": ["variance_scaling", 0.1335350031418237], "vocab_size": 6960, "core": ["lstm", {"w_gates": ["orthogonal", 0.23071606871632688], "core_dim": 52}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 53, "batch_size": 204, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed444":[{"embed_dim": 82, "w_init": ["random_uniform", 1.9249272899093004], "vocab_size": 9673, "core": ["lstm", {"w_gates": ["random_normal", 2.4795249027863338], "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 93, "batch_size": 156, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed445":[{"embed_dim": 48, "w_init": ["glorot_normal", null], "vocab_size": 1025, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.3583865869241381], "in_to_hidden": ["random_normal", 0.3583865869241381], "act_fn": "tanh", "core_dim": 66}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 173, "batch_size": 38, "just_train": false, "num_train": 13406}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed446":[{"embed_dim": 67, "w_init": ["he_normal", null], "vocab_size": 16535, "core": ["lstm", {"w_gates": ["truncated_normal", 2.697716304998192], "core_dim": 55}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 30, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed447":[{"embed_dim": 19, "w_init": ["he_normal", null], "vocab_size": 29073, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 46}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 26, "batch_size": 75, "just_train": false, "num_train": 26348}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed448":[{"embed_dim": 40, "w_init": ["random_uniform", 7.322097516745615], "vocab_size": 13222, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "swish", "core_dim": 79}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 38, "batch_size": 117, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed449":[{"embed_dim": 38, "w_init": ["he_uniform", null], "vocab_size": 15765, "core": ["gru", {"core_dim": 123, "wh": ["orthogonal", 4.230127689628283], "wz": ["orthogonal", 4.230127689628283], "wr": ["orthogonal", 4.230127689628283], "uh": ["orthogonal", 4.230127689628283], "uz": ["orthogonal", 4.230127689628283], "ur": ["orthogonal", 4.230127689628283]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 68, "batch_size": 232, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed45":[{"embed_dim": 124, "w_init": ["he_uniform", null], "vocab_size": 2605, "core": ["gru", {"core_dim": 114, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 161, "batch_size": 119, "just_train": false, "num_train": 31742}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed450":[{"embed_dim": 70, "w_init": ["orthogonal", 4.060587101774289], "vocab_size": 13450, "core": ["lstm", {"w_gates": ["random_normal", 7.321947820586514], "core_dim": 114}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 34, "batch_size": 77, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed451":[{"embed_dim": 68, "w_init": ["orthogonal", 1.1994538414849334], "vocab_size": 2359, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "tanh", "core_dim": 74}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 115, "batch_size": 14, "just_train": false, "num_train": 44181}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed452":[{"embed_dim": 93, "w_init": ["he_normal", null], "vocab_size": 21328, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 162, "batch_size": 201, "just_train": false, "num_train": 29578}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed453":[{"embed_dim": 97, "w_init": ["he_uniform", null], "vocab_size": 20458, "core": ["gru", {"core_dim": 41, "wh": ["truncated_normal", 1.0596046145789313], "wz": ["truncated_normal", 1.0596046145789313], "wr": ["truncated_normal", 1.0596046145789313], "uh": ["truncated_normal", 1.0596046145789313], "uz": ["truncated_normal", 1.0596046145789313], "ur": ["truncated_normal", 1.0596046145789313]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 164, "batch_size": 18, "just_train": false, "num_train": 38624}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed454":[{"embed_dim": 51, "w_init": ["random_normal", 7.226159368567267], "vocab_size": 13236, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 85}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 137, "batch_size": 138, "just_train": false, "num_train": 3607}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed455":[{"embed_dim": 25, "w_init": ["he_normal", null], "vocab_size": 3056, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 7.856448593571968], "in_to_hidden": ["variance_scaling", 7.856448593571968], "act_fn": "relu", "core_dim": 71}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 57, "batch_size": 112, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed456":[{"embed_dim": 16, "w_init": ["glorot_uniform", null], "vocab_size": 14373, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 92}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 35, "batch_size": 88, "just_train": true, "num_train": 22348}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed457":[{"embed_dim": 13, "w_init": ["he_normal", null], "vocab_size": 1570, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.15963028637959326], "in_to_hidden": ["random_normal", 0.15963028637959326], "act_fn": "sigmoid", "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 85, "batch_size": 265, "just_train": false, "num_train": 3232}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed458":[{"embed_dim": 75, "w_init": ["variance_scaling", 0.18431725799362966], "vocab_size": 2318, "core": ["gru", {"core_dim": 57, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 59, "batch_size": 402, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed459":[{"embed_dim": 23, "w_init": ["he_uniform", null], "vocab_size": 18903, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 40}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 138, "batch_size": 428, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed46":[{"embed_dim": 70, "w_init": ["orthogonal", 0.3148373027106769], "vocab_size": 13176, "core": ["gru", {"core_dim": 117, "wh": ["glorot_normal", null], "wz": ["he_normal", null], "wr": ["truncated_normal", 0.8128451857127748], "uh": ["he_uniform", null], "uz": ["glorot_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 29, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed460":[{"embed_dim": 91, "w_init": ["random_normal", 0.20273322369716282], "vocab_size": 3366, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 124}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 17, "batch_size": 111, "just_train": false, "num_train": 33947}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed461":[{"embed_dim": 21, "w_init": ["variance_scaling", 0.16104716203462482], "vocab_size": 26829, "core": ["gru", {"core_dim": 115, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["glorot_uniform", null], "uh": ["random_uniform", 2.1131645048364174], "uz": ["orthogonal", 9.066971798222712], "ur": ["truncated_normal", 0.5918886976985878]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 13, "batch_size": 12, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed462":[{"embed_dim": 29, "w_init": ["variance_scaling", 1.7060301629997157], "vocab_size": 9327, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "elu", "core_dim": 65}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 91, "batch_size": 68, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed463":[{"embed_dim": 75, "w_init": ["random_uniform", 0.22735585248985377], "vocab_size": 23608, "core": ["lstm", {"w_gates": ["random_uniform", 0.5007932324501353], "core_dim": 41}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 138, "batch_size": 33, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed464":[{"embed_dim": 57, "w_init": ["he_normal", null], "vocab_size": 8016, "core": ["lstm", {"w_gates": ["random_normal", 2.6053194615485378], "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 14, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed465":[{"embed_dim": 88, "w_init": ["random_normal", 4.1186598108958155], "vocab_size": 1170, "core": ["gru", {"core_dim": 35, "wh": ["random_uniform", 7.713380290840752], "wz": ["random_uniform", 7.713380290840752], "wr": ["random_uniform", 7.713380290840752], "uh": ["random_uniform", 7.713380290840752], "uz": ["random_uniform", 7.713380290840752], "ur": ["random_uniform", 7.713380290840752]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 23, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed466":[{"embed_dim": 26, "w_init": ["he_normal", null], "vocab_size": 8076, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 19, "batch_size": 303, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed467":[{"embed_dim": 65, "w_init": ["truncated_normal", 0.22384759712396232], "vocab_size": 1413, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "cos", "core_dim": 114}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 16, "batch_size": 178, "just_train": false, "num_train": 3776}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed468":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 17863, "core": ["gru", {"core_dim": 76, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 31, "batch_size": 166, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed469":[{"embed_dim": 54, "w_init": ["glorot_normal", null], "vocab_size": 6220, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 12, "batch_size": 423, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed47":[{"embed_dim": 11, "w_init": ["variance_scaling", 2.8672744647421395], "vocab_size": 3305, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "sigmoid", "core_dim": 45}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 32, "batch_size": 191, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed470":[{"embed_dim": 8, "w_init": ["orthogonal", 0.8944167471755466], "vocab_size": 10006, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 1.1423650333936335], "in_to_hidden": ["random_uniform", 1.1423650333936335], "act_fn": "swish", "core_dim": 47}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 19, "batch_size": 16, "just_train": false, "num_train": 25261}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed471":[{"embed_dim": 41, "w_init": ["he_normal", null], "vocab_size": 3181, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.5753546534532922], "in_to_hidden": ["variance_scaling", 0.5753546534532922], "act_fn": "tanh", "core_dim": 32}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 172, "batch_size": 351, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed472":[{"embed_dim": 47, "w_init": ["random_uniform", 0.8296476481447601], "vocab_size": 8265, "core": ["gru", {"core_dim": 48, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 23, "batch_size": 213, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed473":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 6720, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 67}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 18, "batch_size": 46, "just_train": false, "num_train": 31585}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed474":[{"embed_dim": 19, "w_init": ["random_uniform", 0.4517106555124431], "vocab_size": 13824, "core": ["gru", {"core_dim": 53, "wh": ["random_uniform", 0.5810066117888543], "wz": ["random_uniform", 0.5810066117888543], "wr": ["random_uniform", 0.5810066117888543], "uh": ["random_uniform", 0.5810066117888543], "uz": ["random_uniform", 0.5810066117888543], "ur": ["random_uniform", 0.5810066117888543]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 66, "batch_size": 287, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed475":[{"embed_dim": 8, "w_init": ["random_uniform", 1.0094059398839181], "vocab_size": 3210, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 55}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 14, "batch_size": 114, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed476":[{"embed_dim": 54, "w_init": ["he_normal", null], "vocab_size": 1096, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 59}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 55, "batch_size": 155, "just_train": false, "num_train": 5678}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed477":[{"embed_dim": 14, "w_init": ["he_uniform", null], "vocab_size": 4179, "core": ["gru", {"core_dim": 114, "wh": ["random_uniform", 1.571661884521803], "wz": ["random_uniform", 1.571661884521803], "wr": ["random_uniform", 1.571661884521803], "uh": ["random_uniform", 1.571661884521803], "uz": ["random_uniform", 1.571661884521803], "ur": ["random_uniform", 1.571661884521803]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 166, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed478":[{"embed_dim": 105, "w_init": ["random_uniform", 0.8100537681117339], "vocab_size": 5498, "core": ["gru", {"core_dim": 79, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 11, "batch_size": 163, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed479":[{"embed_dim": 9, "w_init": ["random_uniform", 8.120170379696654], "vocab_size": 2399, "core": ["gru", {"core_dim": 32, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 18, "batch_size": 70, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed48":[{"embed_dim": 8, "w_init": ["truncated_normal", 0.37129776492988076], "vocab_size": 2765, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 106}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 32, "batch_size": 13, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed480":[{"embed_dim": 75, "w_init": ["glorot_normal", null], "vocab_size": 11338, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 78, "batch_size": 23, "just_train": false, "num_train": 24957}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed481":[{"embed_dim": 8, "w_init": ["random_normal", 9.79986761135213], "vocab_size": 2393, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 53}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 14, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed482":[{"embed_dim": 88, "w_init": ["variance_scaling", 3.020047543863446], "vocab_size": 12586, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 121}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 32, "batch_size": 82, "just_train": false, "num_train": 27352}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed483":[{"embed_dim": 49, "w_init": ["random_uniform", 8.546307129575435], "vocab_size": 9479, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 61}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 91, "batch_size": 60, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed484":[{"embed_dim": 34, "w_init": ["random_normal", 0.6861525503861801], "vocab_size": 20617, "core": ["gru", {"core_dim": 79, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 67, "batch_size": 65, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed485":[{"embed_dim": 85, "w_init": ["glorot_uniform", null], "vocab_size": 6755, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 116}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 52, "batch_size": 223, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed486":[{"embed_dim": 37, "w_init": ["glorot_normal", null], "vocab_size": 5321, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["random_uniform", 0.4660905729509839], "act_fn": "cos", "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 34, "batch_size": 95, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed487":[{"embed_dim": 21, "w_init": ["glorot_uniform", null], "vocab_size": 13846, "core": ["gru", {"core_dim": 79, "wh": ["truncated_normal", 4.187681343175042], "wz": ["truncated_normal", 4.187681343175042], "wr": ["truncated_normal", 4.187681343175042], "uh": ["truncated_normal", 4.187681343175042], "uz": ["truncated_normal", 4.187681343175042], "ur": ["truncated_normal", 4.187681343175042]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 179, "batch_size": 8, "just_train": false, "num_train": 13245}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed488":[{"embed_dim": 29, "w_init": ["he_uniform", null], "vocab_size": 1813, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 93}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 27, "batch_size": 107, "just_train": false, "num_train": 43300}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed489":[{"embed_dim": 120, "w_init": ["truncated_normal", 0.13177378547889], "vocab_size": 1355, "core": ["gru", {"core_dim": 96, "wh": ["random_normal", 1.159856459778176], "wz": ["variance_scaling", 9.209229447142148], "wr": ["random_uniform", 0.1268567744079338], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 63, "batch_size": 36, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed49":[{"embed_dim": 18, "w_init": ["glorot_uniform", null], "vocab_size": 23351, "core": ["lstm", {"w_gates": ["orthogonal", 1.3607217259439994], "core_dim": 68}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 195, "batch_size": 141, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed490":[{"embed_dim": 43, "w_init": ["glorot_normal", null], "vocab_size": 1359, "core": ["gru", {"core_dim": 106, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 17, "batch_size": 174, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed491":[{"embed_dim": 22, "w_init": ["truncated_normal", 0.12586892053563078], "vocab_size": 25949, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 115}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 31, "batch_size": 177, "just_train": false, "num_train": 40092}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed492":[{"embed_dim": 28, "w_init": ["orthogonal", 1.301398298629505], "vocab_size": 10108, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 92}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 14, "batch_size": 45, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed493":[{"embed_dim": 104, "w_init": ["variance_scaling", 2.1325171983680327], "vocab_size": 3446, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.077040526497767], "in_to_hidden": ["random_normal", 1.077040526497767], "act_fn": "tanh", "core_dim": 68}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 10, "batch_size": 483, "just_train": false, "num_train": 34104}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed494":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 10839, "core": ["gru", {"core_dim": 43, "wh": ["he_uniform", null], "wz": ["glorot_uniform", null], "wr": ["orthogonal", 0.6995270501755437], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 145, "batch_size": 9, "just_train": false, "num_train": 12996}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed495":[{"embed_dim": 18, "w_init": ["variance_scaling", 3.1521378139071254], "vocab_size": 5838, "core": ["lstm", {"w_gates": ["orthogonal", 8.359233914205511], "core_dim": 65}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 88, "batch_size": 179, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed496":[{"embed_dim": 10, "w_init": ["he_normal", null], "vocab_size": 13615, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 89}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 70, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed497":[{"embed_dim": 102, "w_init": ["random_normal", 0.29318130402542214], "vocab_size": 5517, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "swish", "core_dim": 41}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 42, "batch_size": 89, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed498":[{"embed_dim": 14, "w_init": ["glorot_normal", null], "vocab_size": 7366, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 117}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 102, "batch_size": 292, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed499":[{"embed_dim": 113, "w_init": ["orthogonal", 0.5885944704633815], "vocab_size": 14412, "core": ["gru", {"core_dim": 61, "wh": ["random_normal", 0.28794112802590616], "wz": ["truncated_normal", 0.1202789182472828], "wr": ["he_normal", null], "uh": ["he_uniform", null], "uz": ["he_normal", null], "ur": ["random_uniform", 0.11742301437755796]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 37, "batch_size": 418, "just_train": false, "num_train": 16319}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed5":[{"embed_dim": 15, "w_init": ["truncated_normal", 0.25908263815127097], "vocab_size": 22746, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["random_normal", 1.0885189040847687], "act_fn": "leaky_relu4", "core_dim": 42}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 42, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed50":[{"embed_dim": 32, "w_init": ["glorot_uniform", null], "vocab_size": 2384, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 3.319505373602712], "in_to_hidden": ["random_uniform", 3.319505373602712], "act_fn": "leaky_relu4", "core_dim": 52}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 191, "batch_size": 82, "just_train": false, "num_train": 48661}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed500":[{"embed_dim": 55, "w_init": ["glorot_normal", null], "vocab_size": 9653, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu1", "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 28, "batch_size": 36, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed501":[{"embed_dim": 14, "w_init": ["he_uniform", null], "vocab_size": 1221, "core": ["lstm", {"w_gates": ["random_normal", 2.0502661901179025], "core_dim": 60}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 156, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed502":[{"embed_dim": 10, "w_init": ["he_uniform", null], "vocab_size": 26087, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "elu", "core_dim": 71}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 37, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed503":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 7788, "core": ["lstm", {"w_gates": ["random_normal", 0.35477417469076383], "core_dim": 33}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 150, "batch_size": 10, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed504":[{"embed_dim": 76, "w_init": ["he_normal", null], "vocab_size": 2007, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 96}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 31, "batch_size": 14, "just_train": false, "num_train": 30116}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed505":[{"embed_dim": 85, "w_init": ["glorot_uniform", null], "vocab_size": 2136, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 17, "batch_size": 67, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed506":[{"embed_dim": 84, "w_init": ["glorot_normal", null], "vocab_size": 1481, "core": ["gru", {"core_dim": 85, "wh": ["he_normal", null], "wz": ["glorot_normal", null], "wr": ["orthogonal", 4.070455416676938], "uh": ["glorot_normal", null], "uz": ["variance_scaling", 9.404915867556653], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 224, "batch_size": 9, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed507":[{"embed_dim": 8, "w_init": ["variance_scaling", 2.2326395478676497], "vocab_size": 4775, "core": ["gru", {"core_dim": 47, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 29, "batch_size": 482, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed508":[{"embed_dim": 20, "w_init": ["truncated_normal", 0.6639245877313095], "vocab_size": 1830, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.2922377139922852], "in_to_hidden": ["truncated_normal", 1.2922377139922852], "act_fn": "relu", "core_dim": 32}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 130, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed509":[{"embed_dim": 65, "w_init": ["glorot_uniform", null], "vocab_size": 11031, "core": ["lstm", {"w_gates": ["random_uniform", 0.3964424805794793], "core_dim": 91}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 29, "batch_size": 12, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed51":[{"embed_dim": 52, "w_init": ["glorot_normal", null], "vocab_size": 3214, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.20669993380578605], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 63}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 57, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed510":[{"embed_dim": 38, "w_init": ["glorot_normal", null], "vocab_size": 1095, "core": ["gru", {"core_dim": 62, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 93, "batch_size": 108, "just_train": true, "num_train": 2269}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed511":[{"embed_dim": 17, "w_init": ["random_uniform", 0.29965371899261567], "vocab_size": 10480, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.15161818470240307], "in_to_hidden": ["random_normal", 0.15161818470240307], "act_fn": "relu", "core_dim": 125}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 39, "batch_size": 101, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed512":[{"embed_dim": 11, "w_init": ["glorot_uniform", null], "vocab_size": 3740, "core": ["lstm", {"w_gates": ["orthogonal", 0.44868585728817917], "core_dim": 82}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 135, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed513":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 9571, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.19296756490415018], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 103}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 245, "batch_size": 115, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed514":[{"embed_dim": 30, "w_init": ["variance_scaling", 0.1677968071132421], "vocab_size": 1784, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 63}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 17, "batch_size": 61, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed515":[{"embed_dim": 32, "w_init": ["he_uniform", null], "vocab_size": 10439, "core": ["lstm", {"w_gates": ["random_uniform", 0.8211381961880446], "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 18, "batch_size": 74, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed516":[{"embed_dim": 76, "w_init": ["random_normal", 0.16713093797951553], "vocab_size": 6874, "core": ["lstm", {"w_gates": ["random_uniform", 1.21423611319188], "core_dim": 42}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 36, "batch_size": 187, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed517":[{"embed_dim": 25, "w_init": ["glorot_normal", null], "vocab_size": 5509, "core": ["gru", {"core_dim": 72, "wh": ["he_uniform", null], "wz": ["orthogonal", 1.0518779699627114], "wr": ["he_uniform", null], "uh": ["truncated_normal", 1.7572116742094466], "uz": ["orthogonal", 0.7317589162956326], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 51, "batch_size": 86, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed518":[{"embed_dim": 8, "w_init": ["glorot_uniform", null], "vocab_size": 6667, "core": ["gru", {"core_dim": 55, "wh": ["variance_scaling", 0.5128760764601458], "wz": ["variance_scaling", 0.5128760764601458], "wr": ["variance_scaling", 0.5128760764601458], "uh": ["variance_scaling", 0.5128760764601458], "uz": ["variance_scaling", 0.5128760764601458], "ur": ["variance_scaling", 0.5128760764601458]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 41, "batch_size": 191, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed519":[{"embed_dim": 44, "w_init": ["orthogonal", 0.19166786947919753], "vocab_size": 7124, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 54}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 189, "batch_size": 81, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed52":[{"embed_dim": 78, "w_init": ["glorot_normal", null], "vocab_size": 2048, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.8844471848521935], "in_to_hidden": ["orthogonal", 0.8844471848521935], "act_fn": "tanh", "core_dim": 33}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 95, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed520":[{"embed_dim": 27, "w_init": ["glorot_uniform", null], "vocab_size": 1051, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 107}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 20, "batch_size": 482, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed521":[{"embed_dim": 57, "w_init": ["he_uniform", null], "vocab_size": 22469, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 89}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 97, "batch_size": 203, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed522":[{"embed_dim": 16, "w_init": ["truncated_normal", 0.5761839359987978], "vocab_size": 5852, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 2.9208524631477735], "in_to_hidden": ["random_normal", 2.9208524631477735], "act_fn": "elu", "core_dim": 66}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 59, "batch_size": 43, "just_train": false, "num_train": 14141}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed523":[{"embed_dim": 9, "w_init": ["glorot_normal", null], "vocab_size": 3942, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "sigmoid", "core_dim": 84}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 13, "batch_size": 210, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed524":[{"embed_dim": 44, "w_init": ["he_normal", null], "vocab_size": 1865, "core": ["gru", {"core_dim": 70, "wh": ["he_uniform", null], "wz": ["he_normal", null], "wr": ["random_normal", 2.535816387493339], "uh": ["glorot_normal", null], "uz": ["glorot_uniform", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 88, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed525":[{"embed_dim": 64, "w_init": ["he_normal", null], "vocab_size": 13557, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 19, "batch_size": 15, "just_train": true, "num_train": 16018}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed526":[{"embed_dim": 10, "w_init": ["he_uniform", null], "vocab_size": 1066, "core": ["gru", {"core_dim": 68, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 18, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed527":[{"embed_dim": 125, "w_init": ["glorot_uniform", null], "vocab_size": 16628, "core": ["gru", {"core_dim": 59, "wh": ["truncated_normal", 0.25810386739002195], "wz": ["truncated_normal", 0.25810386739002195], "wr": ["truncated_normal", 0.25810386739002195], "uh": ["truncated_normal", 0.25810386739002195], "uz": ["truncated_normal", 0.25810386739002195], "ur": ["truncated_normal", 0.25810386739002195]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 224, "batch_size": 464, "just_train": false, "num_train": 14744}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed528":[{"embed_dim": 18, "w_init": ["glorot_uniform", null], "vocab_size": 6954, "core": ["lstm", {"w_gates": ["orthogonal", 1.4566298687689738], "core_dim": 39}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 100, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed529":[{"embed_dim": 15, "w_init": ["random_uniform", 7.905256709509713], "vocab_size": 8289, "core": ["gru", {"core_dim": 37, "wh": ["truncated_normal", 5.175701306973108], "wz": ["truncated_normal", 5.175701306973108], "wr": ["truncated_normal", 5.175701306973108], "uh": ["truncated_normal", 5.175701306973108], "uz": ["truncated_normal", 5.175701306973108], "ur": ["truncated_normal", 5.175701306973108]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 98, "batch_size": 9, "just_train": false, "num_train": 21377}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed53":[{"embed_dim": 84, "w_init": ["he_uniform", null], "vocab_size": 4698, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 67}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 109, "batch_size": 97, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed530":[{"embed_dim": 75, "w_init": ["he_normal", null], "vocab_size": 3439, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 3.2286656285245297], "in_to_hidden": ["truncated_normal", 3.2286656285245297], "act_fn": "relu", "core_dim": 123}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 58, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed531":[{"embed_dim": 54, "w_init": ["he_normal", null], "vocab_size": 25303, "core": ["lstm", {"w_gates": ["variance_scaling", 3.169520449436603], "core_dim": 33}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 141, "batch_size": 8, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed532":[{"embed_dim": 25, "w_init": ["random_normal", 2.208948815383976], "vocab_size": 1838, "core": ["gru", {"core_dim": 51, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 112, "batch_size": 178, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed533":[{"embed_dim": 93, "w_init": ["he_uniform", null], "vocab_size": 4393, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 59}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 12, "batch_size": 222, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed534":[{"embed_dim": 13, "w_init": ["glorot_normal", null], "vocab_size": 23752, "core": ["gru", {"core_dim": 103, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 138, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed535":[{"embed_dim": 22, "w_init": ["random_normal", 0.21228606919945273], "vocab_size": 9735, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 51}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 56, "batch_size": 80, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed536":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 3696, "core": ["lstm", {"w_gates": ["variance_scaling", 0.22514092456180548], "core_dim": 60}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 19, "batch_size": 351, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed537":[{"embed_dim": 24, "w_init": ["he_uniform", null], "vocab_size": 10463, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 106}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 86, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed538":[{"embed_dim": 70, "w_init": ["random_uniform", 1.7078264196194346], "vocab_size": 22892, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.5057773083845175], "in_to_hidden": ["random_normal", 0.5057773083845175], "act_fn": "relu", "core_dim": 40}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 48, "batch_size": 106, "just_train": false, "num_train": 31588}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed539":[{"embed_dim": 11, "w_init": ["truncated_normal", 0.17174134419752757], "vocab_size": 5332, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.3172738605638841], "in_to_hidden": ["random_uniform", 0.3172738605638841], "act_fn": "relu", "core_dim": 76}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 170, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed54":[{"embed_dim": 26, "w_init": ["he_normal", null], "vocab_size": 1875, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 41, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed540":[{"embed_dim": 58, "w_init": ["he_uniform", null], "vocab_size": 1853, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.37511145329427154], "in_to_hidden": ["random_uniform", 0.37511145329427154], "act_fn": "tanh", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 186, "batch_size": 79, "just_train": false, "num_train": 41719}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed541":[{"embed_dim": 34, "w_init": ["variance_scaling", 8.39849862168741], "vocab_size": 8422, "core": ["gru", {"core_dim": 52, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 172, "batch_size": 10, "just_train": false, "num_train": 27437}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed542":[{"embed_dim": 10, "w_init": ["random_normal", 1.045816937979838], "vocab_size": 15657, "core": ["gru", {"core_dim": 99, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 15, "batch_size": 271, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed543":[{"embed_dim": 127, "w_init": ["glorot_uniform", null], "vocab_size": 1975, "core": ["gru", {"core_dim": 94, "wh": ["truncated_normal", 0.31622176515679334], "wz": ["truncated_normal", 0.31622176515679334], "wr": ["truncated_normal", 0.31622176515679334], "uh": ["truncated_normal", 0.31622176515679334], "uz": ["truncated_normal", 0.31622176515679334], "ur": ["truncated_normal", 0.31622176515679334]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 18, "batch_size": 32, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed544":[{"embed_dim": 25, "w_init": ["glorot_uniform", null], "vocab_size": 4164, "core": ["gru", {"core_dim": 56, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["orthogonal", 1.2462110564628575], "uh": ["glorot_uniform", null], "uz": ["random_uniform", 6.577189018018408], "ur": ["variance_scaling", 1.3025282065734207]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 32, "batch_size": 296, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed545":[{"embed_dim": 10, "w_init": ["variance_scaling", 0.13542151391758883], "vocab_size": 1674, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.5141246366972435], "in_to_hidden": ["random_normal", 0.5141246366972435], "act_fn": "tanh", "core_dim": 83}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 60, "batch_size": 62, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed546":[{"embed_dim": 10, "w_init": ["variance_scaling", 8.84077231790414], "vocab_size": 4221, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 110}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 143, "batch_size": 325, "just_train": false, "num_train": 23378}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed547":[{"embed_dim": 88, "w_init": ["glorot_uniform", null], "vocab_size": 22105, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "elu", "core_dim": 47}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 19, "batch_size": 54, "just_train": false, "num_train": 20400}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed548":[{"embed_dim": 28, "w_init": ["glorot_uniform", null], "vocab_size": 8398, "core": ["gru", {"core_dim": 51, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 63, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed549":[{"embed_dim": 9, "w_init": ["he_normal", null], "vocab_size": 22983, "core": ["lstm", {"w_gates": ["random_uniform", 4.58636540695514], "core_dim": 45}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 13, "batch_size": 423, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed55":[{"embed_dim": 10, "w_init": ["variance_scaling", 0.9283675695228872], "vocab_size": 2282, "core": ["gru", {"core_dim": 66, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 10, "batch_size": 105, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed550":[{"embed_dim": 22, "w_init": ["random_normal", 0.24036437200631083], "vocab_size": 1626, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 246, "batch_size": 184, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed551":[{"embed_dim": 47, "w_init": ["glorot_normal", null], "vocab_size": 6406, "core": ["gru", {"core_dim": 43, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 10, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed552":[{"embed_dim": 9, "w_init": ["he_normal", null], "vocab_size": 4326, "core": ["gru", {"core_dim": 42, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 46, "batch_size": 62, "just_train": true, "num_train": 12592}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed553":[{"embed_dim": 95, "w_init": ["glorot_uniform", null], "vocab_size": 17105, "core": ["lstm", {"w_gates": ["random_normal", 0.1551599759892542], "core_dim": 126}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 17, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed554":[{"embed_dim": 27, "w_init": ["orthogonal", 0.12654426887785233], "vocab_size": 4718, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "swish", "core_dim": 42}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 225, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed555":[{"embed_dim": 59, "w_init": ["glorot_normal", null], "vocab_size": 24837, "core": ["lstm", {"w_gates": ["truncated_normal", 2.2646799909426734], "core_dim": 51}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 31, "batch_size": 29, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed556":[{"embed_dim": 80, "w_init": ["glorot_uniform", null], "vocab_size": 14147, "core": ["lstm", {"w_gates": ["truncated_normal", 0.10863596487819588], "core_dim": 65}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 163, "batch_size": 9, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed557":[{"embed_dim": 100, "w_init": ["random_normal", 0.6947063776932575], "vocab_size": 10464, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "elu", "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 187, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed558":[{"embed_dim": 11, "w_init": ["he_normal", null], "vocab_size": 29842, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "cos", "core_dim": 34}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 38, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed559":[{"embed_dim": 38, "w_init": ["he_normal", null], "vocab_size": 17312, "core": ["lstm", {"w_gates": ["orthogonal", 4.813753103758789], "core_dim": 78}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 14, "batch_size": 142, "just_train": false, "num_train": 28207}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed56":[{"embed_dim": 123, "w_init": ["he_normal", null], "vocab_size": 9889, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 138, "batch_size": 150, "just_train": true, "num_train": 28661}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed560":[{"embed_dim": 80, "w_init": ["glorot_uniform", null], "vocab_size": 2054, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 36}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 78, "batch_size": 32, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed561":[{"embed_dim": 113, "w_init": ["variance_scaling", 0.15451650765311034], "vocab_size": 3074, "core": ["lstm", {"w_gates": ["truncated_normal", 2.3906550362491337], "core_dim": 64}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 129, "batch_size": 199, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed562":[{"embed_dim": 9, "w_init": ["random_normal", 0.8088441901370861], "vocab_size": 1754, "core": ["lstm", {"w_gates": ["random_uniform", 0.17612304641787252], "core_dim": 43}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 21, "batch_size": 77, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed563":[{"embed_dim": 75, "w_init": ["glorot_normal", null], "vocab_size": 10992, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 30, "batch_size": 446, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed564":[{"embed_dim": 18, "w_init": ["he_normal", null], "vocab_size": 21744, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 42}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 36, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed565":[{"embed_dim": 56, "w_init": ["he_normal", null], "vocab_size": 15282, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 62}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 74, "batch_size": 120, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed566":[{"embed_dim": 47, "w_init": ["glorot_normal", null], "vocab_size": 7476, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 48}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 116, "batch_size": 86, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed567":[{"embed_dim": 19, "w_init": ["variance_scaling", 8.499969915251127], "vocab_size": 3219, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 1.0091300743047265], "in_to_hidden": ["variance_scaling", 1.0091300743047265], "act_fn": "relu", "core_dim": 70}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 18, "batch_size": 34, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed568":[{"embed_dim": 19, "w_init": ["random_uniform", 0.7892537211834413], "vocab_size": 9829, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["random_normal", 1.2554101728629763], "act_fn": "relu", "core_dim": 44}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 58, "batch_size": 16, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed569":[{"embed_dim": 91, "w_init": ["glorot_uniform", null], "vocab_size": 5597, "core": ["gru", {"core_dim": 120, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 195, "batch_size": 30, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed57":[{"embed_dim": 10, "w_init": ["glorot_uniform", null], "vocab_size": 4048, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 68}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 54, "batch_size": 47, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed570":[{"embed_dim": 28, "w_init": ["truncated_normal", 2.612194233511729], "vocab_size": 6905, "core": ["gru", {"core_dim": 49, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 229, "batch_size": 35, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed571":[{"embed_dim": 13, "w_init": ["glorot_uniform", null], "vocab_size": 21214, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.1284626633426694], "in_to_hidden": ["orthogonal", 0.1284626633426694], "act_fn": "relu", "core_dim": 96}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 52, "batch_size": 45, "just_train": true, "num_train": 49715}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed572":[{"embed_dim": 33, "w_init": ["he_normal", null], "vocab_size": 2324, "core": ["gru", {"core_dim": 115, "wh": ["orthogonal", 0.5875475116830315], "wz": ["orthogonal", 0.5875475116830315], "wr": ["orthogonal", 0.5875475116830315], "uh": ["orthogonal", 0.5875475116830315], "uz": ["orthogonal", 0.5875475116830315], "ur": ["orthogonal", 0.5875475116830315]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 233, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed573":[{"embed_dim": 29, "w_init": ["random_uniform", 0.5981126263290611], "vocab_size": 1117, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 104}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 57, "batch_size": 190, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed574":[{"embed_dim": 38, "w_init": ["truncated_normal", 1.1176376669211716], "vocab_size": 1008, "core": ["gru", {"core_dim": 101, "wh": ["he_uniform", null], "wz": ["he_normal", null], "wr": ["orthogonal", 0.5364948344799332], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 85, "batch_size": 85, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed575":[{"embed_dim": 48, "w_init": ["glorot_uniform", null], "vocab_size": 1244, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.26649062827079883], "in_to_hidden": ["orthogonal", 0.26649062827079883], "act_fn": "elu", "core_dim": 57}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 61, "batch_size": 71, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed576":[{"embed_dim": 46, "w_init": ["truncated_normal", 6.723503599708796], "vocab_size": 13444, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 40}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 18, "batch_size": 266, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed577":[{"embed_dim": 57, "w_init": ["variance_scaling", 0.14124111063632205], "vocab_size": 25853, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "swish", "core_dim": 113}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 65, "batch_size": 79, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed578":[{"embed_dim": 91, "w_init": ["glorot_uniform", null], "vocab_size": 13494, "core": ["gru", {"core_dim": 96, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 14, "batch_size": 59, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed579":[{"embed_dim": 25, "w_init": ["truncated_normal", 0.4704750141567037], "vocab_size": 1594, "core": ["lstm", {"w_gates": ["orthogonal", 3.3933857284370053], "core_dim": 61}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 78, "batch_size": 40, "just_train": false, "num_train": 37373}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed58":[{"embed_dim": 22, "w_init": ["he_normal", null], "vocab_size": 5404, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu2", "core_dim": 105}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 129, "batch_size": 39, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed580":[{"embed_dim": 67, "w_init": ["he_normal", null], "vocab_size": 1372, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "sigmoid", "core_dim": 68}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 75, "batch_size": 76, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed581":[{"embed_dim": 11, "w_init": ["variance_scaling", 3.169232737147255], "vocab_size": 7137, "core": ["gru", {"core_dim": 77, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 23, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed582":[{"embed_dim": 85, "w_init": ["glorot_normal", null], "vocab_size": 10237, "core": ["gru", {"core_dim": 86, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 93, "batch_size": 49, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed583":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 20735, "core": ["lstm", {"w_gates": ["random_normal", 0.205746411928503], "core_dim": 75}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 58, "batch_size": 97, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed584":[{"embed_dim": 21, "w_init": ["glorot_normal", null], "vocab_size": 1196, "core": ["gru", {"core_dim": 126, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 25, "batch_size": 248, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed585":[{"embed_dim": 18, "w_init": ["orthogonal", 6.526733808666356], "vocab_size": 1022, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 9.21916089531173], "in_to_hidden": ["variance_scaling", 9.21916089531173], "act_fn": "elu", "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 22, "batch_size": 186, "just_train": false, "num_train": 37561}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed586":[{"embed_dim": 13, "w_init": ["random_normal", 0.2540983304821785], "vocab_size": 5434, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 50}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 89, "batch_size": 199, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed587":[{"embed_dim": 28, "w_init": ["truncated_normal", 1.1533021733721358], "vocab_size": 9341, "core": ["gru", {"core_dim": 69, "wh": ["random_uniform", 0.25497574389210803], "wz": ["random_uniform", 0.25497574389210803], "wr": ["random_uniform", 0.25497574389210803], "uh": ["random_uniform", 0.25497574389210803], "uz": ["random_uniform", 0.25497574389210803], "ur": ["random_uniform", 0.25497574389210803]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 17, "batch_size": 156, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed588":[{"embed_dim": 15, "w_init": ["he_normal", null], "vocab_size": 5179, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu2", "core_dim": 34}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 16, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed589":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 9395, "core": ["gru", {"core_dim": 90, "wh": ["random_uniform", 0.36553634543107416], "wz": ["random_uniform", 0.36553634543107416], "wr": ["random_uniform", 0.36553634543107416], "uh": ["random_uniform", 0.36553634543107416], "uz": ["random_uniform", 0.36553634543107416], "ur": ["random_uniform", 0.36553634543107416]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 14, "batch_size": 62, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed59":[{"embed_dim": 104, "w_init": ["glorot_uniform", null], "vocab_size": 19078, "core": ["gru", {"core_dim": 71, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 20, "batch_size": 119, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed590":[{"embed_dim": 77, "w_init": ["glorot_normal", null], "vocab_size": 3396, "core": ["gru", {"core_dim": 57, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 23, "batch_size": 34, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed591":[{"embed_dim": 38, "w_init": ["glorot_normal", null], "vocab_size": 3602, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu1", "core_dim": 50}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 218, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed592":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 2883, "core": ["lstm", {"w_gates": ["random_normal", 0.5080858610766077], "core_dim": 119}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 21, "batch_size": 314, "just_train": false, "num_train": 20179}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed593":[{"embed_dim": 11, "w_init": ["random_normal", 1.6835011225810408], "vocab_size": 29763, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 33}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 10, "batch_size": 122, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed594":[{"embed_dim": 15, "w_init": ["orthogonal", 0.3056870779525965], "vocab_size": 1194, "core": ["gru", {"core_dim": 57, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 25, "batch_size": 30, "just_train": true, "num_train": 40099}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed595":[{"embed_dim": 34, "w_init": ["he_normal", null], "vocab_size": 10635, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 38}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 95, "batch_size": 49, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed596":[{"embed_dim": 12, "w_init": ["truncated_normal", 1.2391820027713842], "vocab_size": 12711, "core": ["lstm", {"w_gates": ["orthogonal", 2.2718471154977147], "core_dim": 84}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 69, "batch_size": 115, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed597":[{"embed_dim": 57, "w_init": ["he_uniform", null], "vocab_size": 17673, "core": ["gru", {"core_dim": 80, "wh": ["orthogonal", 0.20056260216982777], "wz": ["orthogonal", 0.20056260216982777], "wr": ["orthogonal", 0.20056260216982777], "uh": ["orthogonal", 0.20056260216982777], "uz": ["orthogonal", 0.20056260216982777], "ur": ["orthogonal", 0.20056260216982777]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 28, "batch_size": 284, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed598":[{"embed_dim": 73, "w_init": ["orthogonal", 2.6193179599690652], "vocab_size": 26190, "core": ["lstm", {"w_gates": ["random_normal", 4.128648596494372], "core_dim": 82}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 128, "batch_size": 95, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed599":[{"embed_dim": 56, "w_init": ["he_normal", null], "vocab_size": 5247, "core": ["gru", {"core_dim": 63, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 216, "batch_size": 336, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed6":[{"embed_dim": 95, "w_init": ["he_normal", null], "vocab_size": 16333, "core": ["lstm", {"w_gates": ["variance_scaling", 0.15810419178060794], "core_dim": 74}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 41, "batch_size": 171, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed60":[{"embed_dim": 18, "w_init": ["glorot_uniform", null], "vocab_size": 3002, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 54}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 164, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed600":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 15347, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 69}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 104, "batch_size": 64, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed601":[{"embed_dim": 12, "w_init": ["variance_scaling", 0.8482684279079112], "vocab_size": 28510, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 77}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 22, "batch_size": 61, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed602":[{"embed_dim": 30, "w_init": ["glorot_normal", null], "vocab_size": 2125, "core": ["lstm", {"w_gates": ["orthogonal", 2.288469653097402], "core_dim": 77}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 10, "batch_size": 40, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed603":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 1450, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 108}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 28, "batch_size": 480, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed604":[{"embed_dim": 18, "w_init": ["glorot_uniform", null], "vocab_size": 8680, "core": ["lstm", {"w_gates": ["random_uniform", 8.749779132882122], "core_dim": 49}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 58, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed605":[{"embed_dim": 22, "w_init": ["he_uniform", null], "vocab_size": 4792, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 100}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 92, "batch_size": 359, "just_train": false, "num_train": 34464}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed606":[{"embed_dim": 15, "w_init": ["random_normal", 1.329873725922024], "vocab_size": 6143, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 8.918215719946714], "in_to_hidden": ["orthogonal", 8.918215719946714], "act_fn": "tanh", "core_dim": 33}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 56, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed607":[{"embed_dim": 104, "w_init": ["glorot_normal", null], "vocab_size": 1424, "core": ["lstm", {"w_gates": ["variance_scaling", 3.2546582841836447], "core_dim": 121}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 25, "batch_size": 477, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed608":[{"embed_dim": 57, "w_init": ["glorot_uniform", null], "vocab_size": 2475, "core": ["gru", {"core_dim": 53, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 20, "batch_size": 16, "just_train": true, "num_train": 1859}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed609":[{"embed_dim": 62, "w_init": ["glorot_normal", null], "vocab_size": 3631, "core": ["gru", {"core_dim": 87, "wh": ["random_normal", 0.6391965772182924], "wz": ["random_normal", 0.6391965772182924], "wr": ["random_normal", 0.6391965772182924], "uh": ["random_normal", 0.6391965772182924], "uz": ["random_normal", 0.6391965772182924], "ur": ["random_normal", 0.6391965772182924]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 127, "batch_size": 441, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed61":[{"embed_dim": 79, "w_init": ["glorot_uniform", null], "vocab_size": 19766, "core": ["lstm", {"w_gates": ["variance_scaling", 0.10164618742141282], "core_dim": 115}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 30, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed610":[{"embed_dim": 20, "w_init": ["glorot_normal", null], "vocab_size": 2833, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 50}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 141, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed611":[{"embed_dim": 19, "w_init": ["glorot_normal", null], "vocab_size": 8295, "core": ["lstm", {"w_gates": ["orthogonal", 0.11563316727567337], "core_dim": 37}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 244, "batch_size": 363, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed612":[{"embed_dim": 12, "w_init": ["he_uniform", null], "vocab_size": 25703, "core": ["gru", {"core_dim": 58, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 153, "batch_size": 348, "just_train": true, "num_train": 33357}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed613":[{"embed_dim": 71, "w_init": ["random_uniform", 0.11356732591078847], "vocab_size": 18909, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 1.240432390197722], "in_to_hidden": ["variance_scaling", 1.240432390197722], "act_fn": "tanh", "core_dim": 51}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 145, "batch_size": 131, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed614":[{"embed_dim": 82, "w_init": ["he_uniform", null], "vocab_size": 1290, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 80}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 12, "batch_size": 363, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed615":[{"embed_dim": 112, "w_init": ["glorot_normal", null], "vocab_size": 1945, "core": ["gru", {"core_dim": 78, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 66, "batch_size": 281, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed616":[{"embed_dim": 68, "w_init": ["truncated_normal", 0.14289819660940747], "vocab_size": 1595, "core": ["gru", {"core_dim": 33, "wh": ["truncated_normal", 6.429448560196638], "wz": ["truncated_normal", 6.429448560196638], "wr": ["truncated_normal", 6.429448560196638], "uh": ["truncated_normal", 6.429448560196638], "uz": ["truncated_normal", 6.429448560196638], "ur": ["truncated_normal", 6.429448560196638]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 11, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed617":[{"embed_dim": 64, "w_init": ["glorot_uniform", null], "vocab_size": 10743, "core": ["lstm", {"w_gates": ["random_uniform", 4.719313277607887], "core_dim": 40}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 19, "batch_size": 47, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed618":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 8854, "core": ["gru", {"core_dim": 34, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 32, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed619":[{"embed_dim": 14, "w_init": ["orthogonal", 0.2780838204668689], "vocab_size": 2376, "core": ["gru", {"core_dim": 84, "wh": ["truncated_normal", 0.13766793850722578], "wz": ["truncated_normal", 0.13766793850722578], "wr": ["truncated_normal", 0.13766793850722578], "uh": ["truncated_normal", 0.13766793850722578], "uz": ["truncated_normal", 0.13766793850722578], "ur": ["truncated_normal", 0.13766793850722578]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 231, "batch_size": 131, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed62":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 17773, "core": ["lstm", {"w_gates": ["truncated_normal", 0.3678331813435691], "core_dim": 67}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 200, "batch_size": 86, "just_train": true, "num_train": 2326}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed620":[{"embed_dim": 75, "w_init": ["random_uniform", 0.36574647788565884], "vocab_size": 4450, "core": ["gru", {"core_dim": 94, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 13, "batch_size": 11, "just_train": false, "num_train": 12105}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed621":[{"embed_dim": 18, "w_init": ["he_normal", null], "vocab_size": 5169, "core": ["gru", {"core_dim": 34, "wh": ["he_uniform", null], "wz": ["random_normal", 2.4743759677114396], "wr": ["random_uniform", 5.04958393247827], "uh": ["he_normal", null], "uz": ["glorot_normal", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 69, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed622":[{"embed_dim": 50, "w_init": ["truncated_normal", 0.24784287749474865], "vocab_size": 2599, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 58, "batch_size": 172, "just_train": false, "num_train": 22095}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed623":[{"embed_dim": 56, "w_init": ["random_uniform", 0.23077146068669757], "vocab_size": 29356, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 34}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 154, "batch_size": 35, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed624":[{"embed_dim": 11, "w_init": ["truncated_normal", 0.23770829985383268], "vocab_size": 2912, "core": ["gru", {"core_dim": 33, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 47, "batch_size": 40, "just_train": true, "num_train": 6372}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed625":[{"embed_dim": 17, "w_init": ["he_normal", null], "vocab_size": 1196, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "cos", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 66, "batch_size": 14, "just_train": false, "num_train": 12261}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed626":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 3334, "core": ["gru", {"core_dim": 72, "wh": ["orthogonal", 0.8822494302094188], "wz": ["he_uniform", null], "wr": ["glorot_normal", null], "uh": ["truncated_normal", 2.7597858778513595], "uz": ["he_uniform", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 51, "batch_size": 129, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed627":[{"embed_dim": 14, "w_init": ["he_normal", null], "vocab_size": 8621, "core": ["lstm", {"w_gates": ["random_uniform", 2.4454455892008102], "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 17, "batch_size": 43, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed628":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 1483, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 33}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 14, "batch_size": 14, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed629":[{"embed_dim": 111, "w_init": ["truncated_normal", 0.3741752455154241], "vocab_size": 1339, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 53}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 71, "batch_size": 17, "just_train": false, "num_train": 35351}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed63":[{"embed_dim": 37, "w_init": ["he_normal", null], "vocab_size": 1178, "core": ["gru", {"core_dim": 40, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 21, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed630":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 8373, "core": ["gru", {"core_dim": 113, "wh": ["variance_scaling", 4.199840978190281], "wz": ["variance_scaling", 4.199840978190281], "wr": ["variance_scaling", 4.199840978190281], "uh": ["variance_scaling", 4.199840978190281], "uz": ["variance_scaling", 4.199840978190281], "ur": ["variance_scaling", 4.199840978190281]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 17, "batch_size": 113, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed631":[{"embed_dim": 45, "w_init": ["glorot_uniform", null], "vocab_size": 6213, "core": ["gru", {"core_dim": 36, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 12, "batch_size": 378, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed632":[{"embed_dim": 80, "w_init": ["he_normal", null], "vocab_size": 19572, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu1", "core_dim": 62}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 81, "batch_size": 143, "just_train": false, "num_train": 41862}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed633":[{"embed_dim": 14, "w_init": ["glorot_uniform", null], "vocab_size": 1009, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 68, "batch_size": 143, "just_train": false, "num_train": 29322}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed634":[{"embed_dim": 93, "w_init": ["he_normal", null], "vocab_size": 2836, "core": ["gru", {"core_dim": 105, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 69, "batch_size": 195, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed635":[{"embed_dim": 87, "w_init": ["random_normal", 0.28073243551215116], "vocab_size": 19827, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.719987505179474], "in_to_hidden": ["variance_scaling", 0.719987505179474], "act_fn": "relu", "core_dim": 101}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 203, "batch_size": 90, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed636":[{"embed_dim": 28, "w_init": ["glorot_normal", null], "vocab_size": 19724, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu1", "core_dim": 67}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 155, "batch_size": 164, "just_train": false, "num_train": 41978}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed637":[{"embed_dim": 28, "w_init": ["he_uniform", null], "vocab_size": 6693, "core": ["gru", {"core_dim": 38, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 183, "batch_size": 193, "just_train": false, "num_train": 10819}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed638":[{"embed_dim": 27, "w_init": ["random_normal", 0.6706947435036968], "vocab_size": 8558, "core": ["gru", {"core_dim": 39, "wh": ["orthogonal", 0.5276749061901639], "wz": ["orthogonal", 0.5276749061901639], "wr": ["orthogonal", 0.5276749061901639], "uh": ["orthogonal", 0.5276749061901639], "uz": ["orthogonal", 0.5276749061901639], "ur": ["orthogonal", 0.5276749061901639]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 37, "batch_size": 136, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed639":[{"embed_dim": 25, "w_init": ["he_uniform", null], "vocab_size": 22464, "core": ["gru", {"core_dim": 110, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 12, "batch_size": 192, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed64":[{"embed_dim": 23, "w_init": ["he_uniform", null], "vocab_size": 7582, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu4", "core_dim": 49}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 36, "batch_size": 159, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed640":[{"embed_dim": 31, "w_init": ["glorot_uniform", null], "vocab_size": 8826, "core": ["gru", {"core_dim": 35, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 83, "batch_size": 23, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed641":[{"embed_dim": 13, "w_init": ["he_uniform", null], "vocab_size": 21774, "core": ["lstm", {"w_gates": ["variance_scaling", 5.41356841740084], "core_dim": 67}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 57, "batch_size": 9, "just_train": false, "num_train": 15148}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed642":[{"embed_dim": 35, "w_init": ["glorot_uniform", null], "vocab_size": 1150, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu2", "core_dim": 58}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 12, "batch_size": 41, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed643":[{"embed_dim": 37, "w_init": ["glorot_uniform", null], "vocab_size": 16341, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "sigmoid", "core_dim": 104}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 145, "batch_size": 51, "just_train": false, "num_train": 47111}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed644":[{"embed_dim": 37, "w_init": ["glorot_uniform", null], "vocab_size": 2441, "core": ["gru", {"core_dim": 64, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 34, "batch_size": 357, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed645":[{"embed_dim": 76, "w_init": ["random_uniform", 0.8795911513287991], "vocab_size": 1129, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 33}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 55, "batch_size": 17, "just_train": false, "num_train": 46641}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed646":[{"embed_dim": 118, "w_init": ["glorot_uniform", null], "vocab_size": 8508, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 41}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 106, "batch_size": 424, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed647":[{"embed_dim": 26, "w_init": ["glorot_uniform", null], "vocab_size": 4960, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 115}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 10, "batch_size": 9, "just_train": true, "num_train": 23154}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed648":[{"embed_dim": 24, "w_init": ["glorot_normal", null], "vocab_size": 15179, "core": ["gru", {"core_dim": 59, "wh": ["random_normal", 0.21890027253451824], "wz": ["random_normal", 0.21890027253451824], "wr": ["random_normal", 0.21890027253451824], "uh": ["random_normal", 0.21890027253451824], "uz": ["random_normal", 0.21890027253451824], "ur": ["random_normal", 0.21890027253451824]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 151, "batch_size": 70, "just_train": true, "num_train": 34048}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed649":[{"embed_dim": 9, "w_init": ["truncated_normal", 0.38132008190109146], "vocab_size": 23038, "core": ["lstm", {"w_gates": ["random_normal", 0.35146873612053975], "core_dim": 91}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 17, "batch_size": 97, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed65":[{"embed_dim": 15, "w_init": ["glorot_normal", null], "vocab_size": 2655, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.17169870371194146], "in_to_hidden": ["orthogonal", 0.17169870371194146], "act_fn": "tanh", "core_dim": 60}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 165, "batch_size": 27, "just_train": true, "num_train": 32569}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed650":[{"embed_dim": 92, "w_init": ["glorot_uniform", null], "vocab_size": 7454, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 75}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 10, "batch_size": 27, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed651":[{"embed_dim": 20, "w_init": ["random_normal", 7.508527099454213], "vocab_size": 2845, "core": ["lstm", {"w_gates": ["random_uniform", 0.27039667760331715], "core_dim": 105}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 14, "batch_size": 77, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed652":[{"embed_dim": 26, "w_init": ["he_uniform", null], "vocab_size": 2712, "core": ["gru", {"core_dim": 46, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 34, "batch_size": 328, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed653":[{"embed_dim": 31, "w_init": ["variance_scaling", 0.198246343722502], "vocab_size": 21300, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 91, "batch_size": 44, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed654":[{"embed_dim": 24, "w_init": ["orthogonal", 0.7296750421149617], "vocab_size": 17020, "core": ["lstm", {"w_gates": ["orthogonal", 2.10596106420096], "core_dim": 80}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 63, "batch_size": 465, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed655":[{"embed_dim": 14, "w_init": ["orthogonal", 7.364176136699296], "vocab_size": 1606, "core": ["gru", {"core_dim": 101, "wh": ["variance_scaling", 3.113761388819614], "wz": ["variance_scaling", 3.113761388819614], "wr": ["variance_scaling", 3.113761388819614], "uh": ["variance_scaling", 3.113761388819614], "uz": ["variance_scaling", 3.113761388819614], "ur": ["variance_scaling", 3.113761388819614]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 25, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed656":[{"embed_dim": 19, "w_init": ["glorot_normal", null], "vocab_size": 3277, "core": ["lstm", {"w_gates": ["variance_scaling", 1.3084237840182593], "core_dim": 75}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 10, "batch_size": 80, "just_train": false, "num_train": 26119}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed657":[{"embed_dim": 23, "w_init": ["he_uniform", null], "vocab_size": 1834, "core": ["gru", {"core_dim": 59, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 135, "batch_size": 437, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed658":[{"embed_dim": 49, "w_init": ["random_uniform", 2.6581789996177365], "vocab_size": 19131, "core": ["gru", {"core_dim": 87, "wh": ["random_uniform", 0.363750653655331], "wz": ["random_uniform", 0.363750653655331], "wr": ["random_uniform", 0.363750653655331], "uh": ["random_uniform", 0.363750653655331], "uz": ["random_uniform", 0.363750653655331], "ur": ["random_uniform", 0.363750653655331]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 17, "batch_size": 315, "just_train": true, "num_train": 24416}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed659":[{"embed_dim": 38, "w_init": ["random_normal", 2.035259175681345], "vocab_size": 1554, "core": ["gru", {"core_dim": 120, "wh": ["orthogonal", 2.442506305044022], "wz": ["orthogonal", 2.442506305044022], "wr": ["orthogonal", 2.442506305044022], "uh": ["orthogonal", 2.442506305044022], "uz": ["orthogonal", 2.442506305044022], "ur": ["orthogonal", 2.442506305044022]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 28, "batch_size": 72, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed66":[{"embed_dim": 12, "w_init": ["glorot_normal", null], "vocab_size": 3433, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 92}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 26, "batch_size": 9, "just_train": false, "num_train": 41626}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed660":[{"embed_dim": 55, "w_init": ["he_normal", null], "vocab_size": 1137, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 5.030264688277745], "in_to_hidden": ["random_uniform", 5.030264688277745], "act_fn": "relu", "core_dim": 49}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 24, "batch_size": 502, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed661":[{"embed_dim": 20, "w_init": ["variance_scaling", 6.428458462363215], "vocab_size": 5806, "core": ["lstm", {"w_gates": ["random_normal", 2.664824917896024], "core_dim": 72}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 179, "batch_size": 182, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed662":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 6017, "core": ["lstm", {"w_gates": ["orthogonal", 0.1338411474199284], "core_dim": 43}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 71, "batch_size": 426, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed663":[{"embed_dim": 33, "w_init": ["he_normal", null], "vocab_size": 5398, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu4", "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 29, "batch_size": 371, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed664":[{"embed_dim": 19, "w_init": ["he_normal", null], "vocab_size": 2095, "core": ["gru", {"core_dim": 43, "wh": ["he_normal", null], "wz": ["variance_scaling", 3.1204755977752265], "wr": ["he_normal", null], "uh": ["orthogonal", 0.23122076413098866], "uz": ["he_normal", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 21, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed665":[{"embed_dim": 38, "w_init": ["he_normal", null], "vocab_size": 1382, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu1", "core_dim": 43}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 36, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed666":[{"embed_dim": 56, "w_init": ["random_uniform", 2.254388040658761], "vocab_size": 11889, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 47}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 112, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed667":[{"embed_dim": 31, "w_init": ["glorot_uniform", null], "vocab_size": 6032, "core": ["lstm", {"w_gates": ["random_uniform", 0.3675403778169257], "core_dim": 51}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 108, "batch_size": 12, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed668":[{"embed_dim": 61, "w_init": ["he_uniform", null], "vocab_size": 2064, "core": ["gru", {"core_dim": 52, "wh": ["random_normal", 2.938969635187308], "wz": ["random_normal", 2.938969635187308], "wr": ["random_normal", 2.938969635187308], "uh": ["random_normal", 2.938969635187308], "uz": ["random_normal", 2.938969635187308], "ur": ["random_normal", 2.938969635187308]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 123, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed669":[{"embed_dim": 41, "w_init": ["orthogonal", 0.5627621989731232], "vocab_size": 1367, "core": ["lstm", {"w_gates": ["random_normal", 1.4647585433109997], "core_dim": 113}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 170, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed67":[{"embed_dim": 36, "w_init": ["truncated_normal", 2.3538846300258625], "vocab_size": 3089, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 91}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 53, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed670":[{"embed_dim": 9, "w_init": ["glorot_normal", null], "vocab_size": 1704, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "sigmoid", "core_dim": 59}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 130, "batch_size": 27, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed671":[{"embed_dim": 63, "w_init": ["he_normal", null], "vocab_size": 22749, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 126, "batch_size": 65, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed672":[{"embed_dim": 80, "w_init": ["random_normal", 3.335442147005544], "vocab_size": 4725, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 85, "batch_size": 25, "just_train": false, "num_train": 1384}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed673":[{"embed_dim": 13, "w_init": ["glorot_normal", null], "vocab_size": 1233, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 1.0332580736184225], "in_to_hidden": ["random_uniform", 1.0332580736184225], "act_fn": "leaky_relu2", "core_dim": 74}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 43, "batch_size": 23, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed674":[{"embed_dim": 18, "w_init": ["random_normal", 0.8878293339140589], "vocab_size": 2240, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 13, "batch_size": 308, "just_train": false, "num_train": 45332}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed675":[{"embed_dim": 33, "w_init": ["he_uniform", null], "vocab_size": 11135, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 115}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 68, "batch_size": 123, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed676":[{"embed_dim": 127, "w_init": ["orthogonal", 7.266206408502701], "vocab_size": 2682, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.4729293925666874], "in_to_hidden": ["glorot_uniform", null], "act_fn": "tanh", "core_dim": 89}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 204, "batch_size": 83, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed677":[{"embed_dim": 16, "w_init": ["glorot_uniform", null], "vocab_size": 1917, "core": ["gru", {"core_dim": 87, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 40, "batch_size": 11, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed678":[{"embed_dim": 34, "w_init": ["he_uniform", null], "vocab_size": 10831, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "elu", "core_dim": 112}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 44, "batch_size": 110, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed679":[{"embed_dim": 119, "w_init": ["glorot_uniform", null], "vocab_size": 10010, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 2.8802332793680887], "in_to_hidden": ["variance_scaling", 2.8802332793680887], "act_fn": "elu", "core_dim": 82}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 22, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed68":[{"embed_dim": 16, "w_init": ["glorot_normal", null], "vocab_size": 7240, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "swish", "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 153, "batch_size": 223, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed680":[{"embed_dim": 29, "w_init": ["random_normal", 0.2858910192426609], "vocab_size": 1237, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu2", "core_dim": 50}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 19, "batch_size": 68, "just_train": false, "num_train": 33293}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed681":[{"embed_dim": 11, "w_init": ["random_normal", 6.081439921902289], "vocab_size": 7478, "core": ["gru", {"core_dim": 34, "wh": ["orthogonal", 0.8993907123757096], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["random_normal", 0.2872749227615649], "uz": ["orthogonal", 0.11571662870455061], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 78, "batch_size": 162, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed682":[{"embed_dim": 25, "w_init": ["he_normal", null], "vocab_size": 2974, "core": ["gru", {"core_dim": 75, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 11, "batch_size": 33, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed683":[{"embed_dim": 15, "w_init": ["he_normal", null], "vocab_size": 1093, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 5.128401217131775], "in_to_hidden": ["truncated_normal", 5.128401217131775], "act_fn": "sigmoid", "core_dim": 66}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 37, "batch_size": 109, "just_train": false, "num_train": 32554}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed684":[{"embed_dim": 62, "w_init": ["he_normal", null], "vocab_size": 2977, "core": ["gru", {"core_dim": 116, "wh": ["truncated_normal", 1.1037062486796843], "wz": ["truncated_normal", 1.1037062486796843], "wr": ["truncated_normal", 1.1037062486796843], "uh": ["truncated_normal", 1.1037062486796843], "uz": ["truncated_normal", 1.1037062486796843], "ur": ["truncated_normal", 1.1037062486796843]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 167, "batch_size": 68, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed685":[{"embed_dim": 40, "w_init": ["random_normal", 0.20010610621605693], "vocab_size": 9833, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "tanh", "core_dim": 50}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 39, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed686":[{"embed_dim": 20, "w_init": ["glorot_normal", null], "vocab_size": 1429, "core": ["lstm", {"w_gates": ["random_uniform", 0.6867920534153226], "core_dim": 127}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 10, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed687":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 1088, "core": ["gru", {"core_dim": 98, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 22, "batch_size": 32, "just_train": false, "num_train": 29464}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed688":[{"embed_dim": 54, "w_init": ["glorot_uniform", null], "vocab_size": 2011, "core": ["gru", {"core_dim": 46, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 158, "batch_size": 255, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed689":[{"embed_dim": 17, "w_init": ["random_normal", 0.10753440590439249], "vocab_size": 19209, "core": ["gru", {"core_dim": 40, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 21, "batch_size": 56, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed69":[{"embed_dim": 18, "w_init": ["random_uniform", 0.5017704141328581], "vocab_size": 14657, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 14, "batch_size": 9, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed690":[{"embed_dim": 44, "w_init": ["random_uniform", 2.218355564510711], "vocab_size": 8443, "core": ["gru", {"core_dim": 121, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 133, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed691":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 5187, "core": ["gru", {"core_dim": 50, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 149, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed692":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 17188, "core": ["lstm", {"w_gates": ["truncated_normal", 0.27337013768030655], "core_dim": 100}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 61, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed693":[{"embed_dim": 88, "w_init": ["random_normal", 2.6900874428643218], "vocab_size": 2817, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.18529670420846825], "in_to_hidden": ["random_normal", 0.1085000018826199], "act_fn": "relu", "core_dim": 93}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 27, "batch_size": 109, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed694":[{"embed_dim": 100, "w_init": ["he_uniform", null], "vocab_size": 11392, "core": ["gru", {"core_dim": 60, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 33, "batch_size": 112, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed695":[{"embed_dim": 60, "w_init": ["random_uniform", 2.460192904436837], "vocab_size": 12396, "core": ["gru", {"core_dim": 83, "wh": ["random_normal", 5.775265943464314], "wz": ["random_normal", 5.775265943464314], "wr": ["random_normal", 5.775265943464314], "uh": ["random_normal", 5.775265943464314], "uz": ["random_normal", 5.775265943464314], "ur": ["random_normal", 5.775265943464314]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 149, "batch_size": 313, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed696":[{"embed_dim": 72, "w_init": ["he_uniform", null], "vocab_size": 1472, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.29747519888167645], "in_to_hidden": ["truncated_normal", 0.29747519888167645], "act_fn": "tanh", "core_dim": 58}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 58, "batch_size": 40, "just_train": false, "num_train": 26479}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed697":[{"embed_dim": 14, "w_init": ["he_uniform", null], "vocab_size": 6418, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 118, "batch_size": 410, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed698":[{"embed_dim": 10, "w_init": ["he_normal", null], "vocab_size": 8970, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 4.123353122489214], "in_to_hidden": ["random_normal", 4.123353122489214], "act_fn": "relu", "core_dim": 79}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 149, "batch_size": 391, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed699":[{"embed_dim": 10, "w_init": ["random_normal", 2.658237838789298], "vocab_size": 7478, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "cos", "core_dim": 90}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 15, "batch_size": 330, "just_train": false, "num_train": 35108}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed7":[{"embed_dim": 10, "w_init": ["random_uniform", 0.7530407234027132], "vocab_size": 11712, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 90, "batch_size": 226, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed70":[{"embed_dim": 105, "w_init": ["truncated_normal", 1.4765989157571529], "vocab_size": 21729, "core": ["gru", {"core_dim": 51, "wh": ["he_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_uniform", null], "uh": ["he_normal", null], "uz": ["glorot_normal", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 85, "batch_size": 69, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed700":[{"embed_dim": 12, "w_init": ["he_normal", null], "vocab_size": 1255, "core": ["gru", {"core_dim": 49, "wh": ["random_normal", 0.661958137660774], "wz": ["random_normal", 0.661958137660774], "wr": ["random_normal", 0.661958137660774], "uh": ["random_normal", 0.661958137660774], "uz": ["random_normal", 0.661958137660774], "ur": ["random_normal", 0.661958137660774]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 159, "batch_size": 88, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed701":[{"embed_dim": 11, "w_init": ["orthogonal", 0.4355730585659806], "vocab_size": 10234, "core": ["gru", {"core_dim": 114, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 27, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed702":[{"embed_dim": 12, "w_init": ["glorot_uniform", null], "vocab_size": 14374, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 128}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 197, "batch_size": 63, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed703":[{"embed_dim": 107, "w_init": ["glorot_normal", null], "vocab_size": 1292, "core": ["gru", {"core_dim": 60, "wh": ["glorot_normal", null], "wz": ["variance_scaling", 1.5894716757036953], "wr": ["variance_scaling", 4.3168923661635255], "uh": ["random_uniform", 1.526665229385868], "uz": ["glorot_uniform", null], "ur": ["truncated_normal", 0.14784966683092293]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 163, "batch_size": 93, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed704":[{"embed_dim": 17, "w_init": ["variance_scaling", 0.4242117289184221], "vocab_size": 5138, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 67}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 39, "batch_size": 417, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed705":[{"embed_dim": 45, "w_init": ["truncated_normal", 0.6804837663620391], "vocab_size": 18942, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 11, "batch_size": 49, "just_train": false, "num_train": 3944}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed706":[{"embed_dim": 29, "w_init": ["he_normal", null], "vocab_size": 18393, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu2", "core_dim": 54}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 52, "batch_size": 62, "just_train": false, "num_train": 17437}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed707":[{"embed_dim": 14, "w_init": ["he_normal", null], "vocab_size": 1691, "core": ["gru", {"core_dim": 90, "wh": ["random_uniform", 1.777437654581857], "wz": ["random_uniform", 1.777437654581857], "wr": ["random_uniform", 1.777437654581857], "uh": ["random_uniform", 1.777437654581857], "uz": ["random_uniform", 1.777437654581857], "ur": ["random_uniform", 1.777437654581857]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 41, "batch_size": 471, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed708":[{"embed_dim": 8, "w_init": ["random_uniform", 4.217403603260307], "vocab_size": 1780, "core": ["gru", {"core_dim": 118, "wh": ["orthogonal", 0.5234918495341315], "wz": ["variance_scaling", 0.22239908607986097], "wr": ["he_uniform", null], "uh": ["truncated_normal", 0.7179771213353557], "uz": ["glorot_uniform", null], "ur": ["random_uniform", 0.5336239606806453]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 13, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed709":[{"embed_dim": 64, "w_init": ["he_uniform", null], "vocab_size": 20418, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 113}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 28, "batch_size": 103, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed71":[{"embed_dim": 13, "w_init": ["he_normal", null], "vocab_size": 16936, "core": ["lstm", {"w_gates": ["random_normal", 0.2486346550838427], "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 193, "batch_size": 68, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed710":[{"embed_dim": 85, "w_init": ["random_normal", 1.7739704544745025], "vocab_size": 1030, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 212, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed711":[{"embed_dim": 38, "w_init": ["orthogonal", 0.7599934524571765], "vocab_size": 1682, "core": ["gru", {"core_dim": 55, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 252, "batch_size": 111, "just_train": false, "num_train": 47636}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed712":[{"embed_dim": 51, "w_init": ["glorot_normal", null], "vocab_size": 27236, "core": ["lstm", {"w_gates": ["truncated_normal", 8.695489403467175], "core_dim": 59}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 68, "batch_size": 390, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed713":[{"embed_dim": 121, "w_init": ["variance_scaling", 1.4907076038663722], "vocab_size": 7715, "core": ["gru", {"core_dim": 59, "wh": ["random_normal", 8.548003094845487], "wz": ["random_normal", 8.548003094845487], "wr": ["random_normal", 8.548003094845487], "uh": ["random_normal", 8.548003094845487], "uz": ["random_normal", 8.548003094845487], "ur": ["random_normal", 8.548003094845487]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 123, "batch_size": 461, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed714":[{"embed_dim": 34, "w_init": ["he_normal", null], "vocab_size": 1559, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "swish", "core_dim": 115}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 34, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed715":[{"embed_dim": 24, "w_init": ["he_normal", null], "vocab_size": 4194, "core": ["gru", {"core_dim": 55, "wh": ["random_uniform", 0.13768827984076482], "wz": ["random_uniform", 0.13768827984076482], "wr": ["random_uniform", 0.13768827984076482], "uh": ["random_uniform", 0.13768827984076482], "uz": ["random_uniform", 0.13768827984076482], "ur": ["random_uniform", 0.13768827984076482]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 21, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed716":[{"embed_dim": 21, "w_init": ["glorot_uniform", null], "vocab_size": 13162, "core": ["gru", {"core_dim": 103, "wh": ["random_uniform", 0.2301828456819197], "wz": ["random_uniform", 0.2301828456819197], "wr": ["random_uniform", 0.2301828456819197], "uh": ["random_uniform", 0.2301828456819197], "uz": ["random_uniform", 0.2301828456819197], "ur": ["random_uniform", 0.2301828456819197]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 17, "batch_size": 222, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed717":[{"embed_dim": 49, "w_init": ["random_normal", 0.24363222135020893], "vocab_size": 5856, "core": ["gru", {"core_dim": 67, "wh": ["truncated_normal", 0.770836476502431], "wz": ["truncated_normal", 0.770836476502431], "wr": ["truncated_normal", 0.770836476502431], "uh": ["truncated_normal", 0.770836476502431], "uz": ["truncated_normal", 0.770836476502431], "ur": ["truncated_normal", 0.770836476502431]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 210, "batch_size": 35, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed718":[{"embed_dim": 12, "w_init": ["random_normal", 0.1164635989492449], "vocab_size": 16147, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 158, "batch_size": 36, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed719":[{"embed_dim": 54, "w_init": ["glorot_normal", null], "vocab_size": 3080, "core": ["lstm", {"w_gates": ["variance_scaling", 0.7153533934205586], "core_dim": 76}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 20, "batch_size": 238, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed72":[{"embed_dim": 11, "w_init": ["orthogonal", 1.17469530988551], "vocab_size": 3510, "core": ["lstm", {"w_gates": ["truncated_normal", 9.597938226914664], "core_dim": 90}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 22, "batch_size": 43, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed720":[{"embed_dim": 43, "w_init": ["orthogonal", 0.2466073468325925], "vocab_size": 8632, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 81}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 100, "batch_size": 165, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed721":[{"embed_dim": 10, "w_init": ["he_normal", null], "vocab_size": 25532, "core": ["gru", {"core_dim": 44, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 11, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed722":[{"embed_dim": 12, "w_init": ["he_uniform", null], "vocab_size": 17088, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 66, "batch_size": 11, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed723":[{"embed_dim": 15, "w_init": ["he_uniform", null], "vocab_size": 9364, "core": ["gru", {"core_dim": 124, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 250, "batch_size": 36, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed724":[{"embed_dim": 94, "w_init": ["random_normal", 0.764213443798087], "vocab_size": 4976, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 48}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 66, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed725":[{"embed_dim": 32, "w_init": ["truncated_normal", 1.9068138688409604], "vocab_size": 6394, "core": ["gru", {"core_dim": 110, "wh": ["random_uniform", 2.3281966722780645], "wz": ["random_uniform", 2.3281966722780645], "wr": ["random_uniform", 2.3281966722780645], "uh": ["random_uniform", 2.3281966722780645], "uz": ["random_uniform", 2.3281966722780645], "ur": ["random_uniform", 2.3281966722780645]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 119, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed726":[{"embed_dim": 70, "w_init": ["glorot_normal", null], "vocab_size": 1464, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["random_uniform", 0.3956175960700272], "act_fn": "relu", "core_dim": 117}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 66, "batch_size": 127, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed727":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 3179, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 41, "batch_size": 10, "just_train": false, "num_train": 14037}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed728":[{"embed_dim": 8, "w_init": ["random_uniform", 0.20596456301105678], "vocab_size": 16700, "core": ["gru", {"core_dim": 120, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 35, "batch_size": 154, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed729":[{"embed_dim": 9, "w_init": ["random_normal", 1.6278813037133888], "vocab_size": 12726, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 41}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 71, "batch_size": 310, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed73":[{"embed_dim": 48, "w_init": ["he_uniform", null], "vocab_size": 5703, "core": ["gru", {"core_dim": 43, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 27, "batch_size": 43, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed730":[{"embed_dim": 19, "w_init": ["glorot_uniform", null], "vocab_size": 28481, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 87, "batch_size": 14, "just_train": true, "num_train": 13868}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed731":[{"embed_dim": 26, "w_init": ["variance_scaling", 0.2747403879422736], "vocab_size": 5377, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["variance_scaling", 0.28618547332288785], "act_fn": "leaky_relu4", "core_dim": 62}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 192, "batch_size": 285, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed732":[{"embed_dim": 101, "w_init": ["glorot_uniform", null], "vocab_size": 6631, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 115}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 137, "batch_size": 113, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed733":[{"embed_dim": 74, "w_init": ["glorot_normal", null], "vocab_size": 11122, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 116}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 18, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed734":[{"embed_dim": 72, "w_init": ["he_normal", null], "vocab_size": 3505, "core": ["gru", {"core_dim": 32, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 45, "batch_size": 50, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed735":[{"embed_dim": 52, "w_init": ["variance_scaling", 2.6133707442607066], "vocab_size": 5312, "core": ["gru", {"core_dim": 57, "wh": ["truncated_normal", 2.7078208201533527], "wz": ["truncated_normal", 2.7078208201533527], "wr": ["truncated_normal", 2.7078208201533527], "uh": ["truncated_normal", 2.7078208201533527], "uz": ["truncated_normal", 2.7078208201533527], "ur": ["truncated_normal", 2.7078208201533527]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 28, "batch_size": 37, "just_train": false, "num_train": 28268}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed736":[{"embed_dim": 25, "w_init": ["random_uniform", 0.17770370640060368], "vocab_size": 1453, "core": ["lstm", {"w_gates": ["orthogonal", 0.19478176581124218], "core_dim": 97}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 21, "batch_size": 189, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed737":[{"embed_dim": 21, "w_init": ["glorot_normal", null], "vocab_size": 14383, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 2.6153336029223597], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 93}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 64, "batch_size": 48, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed738":[{"embed_dim": 21, "w_init": ["he_normal", null], "vocab_size": 1325, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 125}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 81, "batch_size": 119, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed739":[{"embed_dim": 93, "w_init": ["glorot_normal", null], "vocab_size": 5691, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 109}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 35, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed74":[{"embed_dim": 14, "w_init": ["random_uniform", 5.261074824179503], "vocab_size": 3042, "core": ["lstm", {"w_gates": ["truncated_normal", 0.9561747269462972], "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 19, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed740":[{"embed_dim": 40, "w_init": ["he_normal", null], "vocab_size": 11261, "core": ["lstm", {"w_gates": ["variance_scaling", 5.2186841398832104], "core_dim": 121}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 10, "batch_size": 104, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed741":[{"embed_dim": 41, "w_init": ["truncated_normal", 0.848053228931934], "vocab_size": 13396, "core": ["gru", {"core_dim": 74, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 78, "batch_size": 274, "just_train": false, "num_train": 41470}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed742":[{"embed_dim": 8, "w_init": ["glorot_uniform", null], "vocab_size": 4616, "core": ["gru", {"core_dim": 91, "wh": ["random_normal", 1.7620437255737391], "wz": ["random_normal", 1.7620437255737391], "wr": ["random_normal", 1.7620437255737391], "uh": ["random_normal", 1.7620437255737391], "uz": ["random_normal", 1.7620437255737391], "ur": ["random_normal", 1.7620437255737391]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 129, "batch_size": 340, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed743":[{"embed_dim": 80, "w_init": ["variance_scaling", 1.409397285623713], "vocab_size": 1360, "core": ["lstm", {"w_gates": ["random_uniform", 0.1722973312199947], "core_dim": 81}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 55, "batch_size": 14, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed744":[{"embed_dim": 17, "w_init": ["glorot_normal", null], "vocab_size": 4140, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 3.474725975912689], "in_to_hidden": ["orthogonal", 3.474725975912689], "act_fn": "sigmoid", "core_dim": 42}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 110, "batch_size": 34, "just_train": true, "num_train": 26900}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed745":[{"embed_dim": 113, "w_init": ["glorot_normal", null], "vocab_size": 3132, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 2.502264144618176], "in_to_hidden": ["orthogonal", 2.502264144618176], "act_fn": "relu", "core_dim": 33}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 21, "batch_size": 14, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed746":[{"embed_dim": 81, "w_init": ["truncated_normal", 1.2636440983226085], "vocab_size": 22745, "core": ["lstm", {"w_gates": ["random_uniform", 2.772435143406294], "core_dim": 121}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 58, "batch_size": 33, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed747":[{"embed_dim": 26, "w_init": ["he_normal", null], "vocab_size": 1969, "core": ["gru", {"core_dim": 69, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 21, "batch_size": 114, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed748":[{"embed_dim": 103, "w_init": ["he_uniform", null], "vocab_size": 3651, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 8.393357690372211], "in_to_hidden": ["variance_scaling", 8.393357690372211], "act_fn": "sigmoid", "core_dim": 71}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 84, "batch_size": 78, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed749":[{"embed_dim": 68, "w_init": ["he_normal", null], "vocab_size": 2786, "core": ["gru", {"core_dim": 71, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 14, "batch_size": 353, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed75":[{"embed_dim": 39, "w_init": ["glorot_normal", null], "vocab_size": 20504, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 63}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 55, "batch_size": 102, "just_train": false, "num_train": 3665}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed750":[{"embed_dim": 114, "w_init": ["he_uniform", null], "vocab_size": 5310, "core": ["gru", {"core_dim": 73, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 10, "batch_size": 39, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed751":[{"embed_dim": 20, "w_init": ["glorot_normal", null], "vocab_size": 14809, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 98}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 47, "batch_size": 321, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed752":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 19853, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 87}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 21, "batch_size": 11, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed753":[{"embed_dim": 18, "w_init": ["he_normal", null], "vocab_size": 13456, "core": ["gru", {"core_dim": 88, "wh": ["truncated_normal", 6.3657507407669405], "wz": ["truncated_normal", 6.3657507407669405], "wr": ["truncated_normal", 6.3657507407669405], "uh": ["truncated_normal", 6.3657507407669405], "uz": ["truncated_normal", 6.3657507407669405], "ur": ["truncated_normal", 6.3657507407669405]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 57, "batch_size": 20, "just_train": true, "num_train": 10421}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed754":[{"embed_dim": 53, "w_init": ["he_uniform", null], "vocab_size": 11333, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "sigmoid", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 16, "batch_size": 30, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed755":[{"embed_dim": 92, "w_init": ["he_uniform", null], "vocab_size": 10363, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 162, "batch_size": 35, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed756":[{"embed_dim": 126, "w_init": ["glorot_uniform", null], "vocab_size": 1680, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 64}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 10, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed757":[{"embed_dim": 111, "w_init": ["random_uniform", 1.0445757889018696], "vocab_size": 11313, "core": ["gru", {"core_dim": 53, "wh": ["random_normal", 0.6878288388483899], "wz": ["random_normal", 0.6878288388483899], "wr": ["random_normal", 0.6878288388483899], "uh": ["random_normal", 0.6878288388483899], "uz": ["random_normal", 0.6878288388483899], "ur": ["random_normal", 0.6878288388483899]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 32, "batch_size": 75, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed758":[{"embed_dim": 19, "w_init": ["he_uniform", null], "vocab_size": 4462, "core": ["lstm", {"w_gates": ["random_uniform", 0.2223039665609518], "core_dim": 102}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 186, "batch_size": 10, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed759":[{"embed_dim": 29, "w_init": ["he_uniform", null], "vocab_size": 14474, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.1388536062135777], "in_to_hidden": ["truncated_normal", 1.1388536062135777], "act_fn": "tanh", "core_dim": 80}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 183, "batch_size": 75, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed76":[{"embed_dim": 19, "w_init": ["random_uniform", 0.4672025980279931], "vocab_size": 1933, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 89}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 11, "batch_size": 10, "just_train": false, "num_train": 8689}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed760":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 2034, "core": ["gru", {"core_dim": 43, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 10, "batch_size": 133, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed761":[{"embed_dim": 17, "w_init": ["he_normal", null], "vocab_size": 14021, "core": ["gru", {"core_dim": 37, "wh": ["glorot_normal", null], "wz": ["he_uniform", null], "wr": ["truncated_normal", 0.5011157149977037], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["truncated_normal", 2.6482774405648817]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 64, "batch_size": 85, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed762":[{"embed_dim": 53, "w_init": ["variance_scaling", 1.5222633802077428], "vocab_size": 1454, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu1", "core_dim": 47}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 52, "batch_size": 299, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed763":[{"embed_dim": 9, "w_init": ["glorot_normal", null], "vocab_size": 1982, "core": ["lstm", {"w_gates": ["truncated_normal", 1.714712480987355], "core_dim": 102}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 145, "batch_size": 21, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed764":[{"embed_dim": 29, "w_init": ["glorot_uniform", null], "vocab_size": 25438, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.11454263176102417], "in_to_hidden": ["orthogonal", 0.11454263176102417], "act_fn": "tanh", "core_dim": 106}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 34, "batch_size": 41, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed765":[{"embed_dim": 30, "w_init": ["he_uniform", null], "vocab_size": 2685, "core": ["gru", {"core_dim": 45, "wh": ["random_uniform", 3.9570620289839025], "wz": ["glorot_normal", null], "wr": ["orthogonal", 0.21469105922432605], "uh": ["random_normal", 8.275369137226273], "uz": ["glorot_normal", null], "ur": ["truncated_normal", 5.106499505811842]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 64, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed766":[{"embed_dim": 41, "w_init": ["he_uniform", null], "vocab_size": 6591, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 64}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 72, "batch_size": 460, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed767":[{"embed_dim": 8, "w_init": ["he_normal", null], "vocab_size": 7225, "core": ["gru", {"core_dim": 51, "wh": ["orthogonal", 2.034429017940586], "wz": ["orthogonal", 2.034429017940586], "wr": ["orthogonal", 2.034429017940586], "uh": ["orthogonal", 2.034429017940586], "uz": ["orthogonal", 2.034429017940586], "ur": ["orthogonal", 2.034429017940586]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 45, "batch_size": 39, "just_train": false, "num_train": 38765}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed768":[{"embed_dim": 44, "w_init": ["random_normal", 0.23233306359587466], "vocab_size": 20433, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "cos", "core_dim": 36}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 167, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed769":[{"embed_dim": 13, "w_init": ["random_uniform", 0.19523799684884494], "vocab_size": 3989, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.83691779222016], "in_to_hidden": ["orthogonal", 0.83691779222016], "act_fn": "relu", "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 14, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed77":[{"embed_dim": 102, "w_init": ["orthogonal", 3.216802958069116], "vocab_size": 1606, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.44905741712538044], "in_to_hidden": ["random_uniform", 0.44905741712538044], "act_fn": "relu", "core_dim": 45}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 102, "batch_size": 260, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed770":[{"embed_dim": 47, "w_init": ["glorot_uniform", null], "vocab_size": 25293, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.3562587362407697], "in_to_hidden": ["orthogonal", 0.3562587362407697], "act_fn": "relu", "core_dim": 40}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 187, "batch_size": 8, "just_train": false, "num_train": 18196}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed771":[{"embed_dim": 23, "w_init": ["glorot_uniform", null], "vocab_size": 9869, "core": ["lstm", {"w_gates": ["random_uniform", 0.12383504253158774], "core_dim": 91}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 26, "batch_size": 105, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed772":[{"embed_dim": 17, "w_init": ["he_uniform", null], "vocab_size": 13226, "core": ["lstm", {"w_gates": ["random_uniform", 3.9147168396370056], "core_dim": 60}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 233, "batch_size": 101, "just_train": false, "num_train": 43276}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed773":[{"embed_dim": 95, "w_init": ["random_uniform", 5.403183490250147], "vocab_size": 1813, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 45}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 121, "batch_size": 367, "just_train": false, "num_train": 48655}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed774":[{"embed_dim": 91, "w_init": ["random_normal", 1.280428636613281], "vocab_size": 1561, "core": ["gru", {"core_dim": 109, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 178, "batch_size": 49, "just_train": false, "num_train": 31254}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed775":[{"embed_dim": 23, "w_init": ["glorot_uniform", null], "vocab_size": 2310, "core": ["lstm", {"w_gates": ["random_normal", 0.23445424289856115], "core_dim": 85}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 23, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed776":[{"embed_dim": 65, "w_init": ["glorot_normal", null], "vocab_size": 16338, "core": ["lstm", {"w_gates": ["variance_scaling", 0.32065942371385564], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 38, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed777":[{"embed_dim": 12, "w_init": ["glorot_uniform", null], "vocab_size": 1235, "core": ["gru", {"core_dim": 116, "wh": ["random_normal", 3.4434393957486655], "wz": ["glorot_uniform", null], "wr": ["orthogonal", 0.1537257121584041], "uh": ["glorot_normal", null], "uz": ["he_uniform", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 91, "batch_size": 80, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed778":[{"embed_dim": 102, "w_init": ["random_normal", 0.10219489239553499], "vocab_size": 7638, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 67}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 201, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed779":[{"embed_dim": 12, "w_init": ["random_normal", 7.06539799334974], "vocab_size": 2906, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 34}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 33, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed78":[{"embed_dim": 9, "w_init": ["orthogonal", 3.9572376810949867], "vocab_size": 15200, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["random_uniform", 0.3112685694722301], "act_fn": "cos", "core_dim": 63}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 110, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed780":[{"embed_dim": 61, "w_init": ["random_uniform", 0.37173382771355845], "vocab_size": 14535, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 65, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed781":[{"embed_dim": 56, "w_init": ["random_uniform", 1.4556296229304053], "vocab_size": 10373, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.1354894539733948], "in_to_hidden": ["variance_scaling", 0.1354894539733948], "act_fn": "swish", "core_dim": 53}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 22, "batch_size": 418, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed782":[{"embed_dim": 116, "w_init": ["he_normal", null], "vocab_size": 6354, "core": ["gru", {"core_dim": 65, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 16, "batch_size": 36, "just_train": true, "num_train": 29509}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed783":[{"embed_dim": 25, "w_init": ["glorot_normal", null], "vocab_size": 7768, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 51}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 49, "batch_size": 27, "just_train": false, "num_train": 19590}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed784":[{"embed_dim": 27, "w_init": ["truncated_normal", 0.13173261484136406], "vocab_size": 29874, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 119}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 252, "batch_size": 102, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed785":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 4942, "core": ["gru", {"core_dim": 56, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 26, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed786":[{"embed_dim": 65, "w_init": ["glorot_uniform", null], "vocab_size": 20913, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 54}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 106, "batch_size": 115, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed787":[{"embed_dim": 43, "w_init": ["orthogonal", 8.472781102004085], "vocab_size": 1391, "core": ["gru", {"core_dim": 73, "wh": ["he_normal", null], "wz": ["random_normal", 0.2775655766597346], "wr": ["truncated_normal", 0.5595435575817161], "uh": ["orthogonal", 0.9790487522946352], "uz": ["random_normal", 0.595485482947749], "ur": ["random_normal", 6.985359166633819]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 204, "batch_size": 43, "just_train": false, "num_train": 49157}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed788":[{"embed_dim": 13, "w_init": ["variance_scaling", 4.4062724498487], "vocab_size": 8249, "core": ["gru", {"core_dim": 102, "wh": ["random_uniform", 0.11729394484283094], "wz": ["random_normal", 0.2910155368135273], "wr": ["he_uniform", null], "uh": ["truncated_normal", 0.24915359845366536], "uz": ["glorot_normal", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 239, "batch_size": 94, "just_train": false, "num_train": 24620}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed789":[{"embed_dim": 20, "w_init": ["glorot_uniform", null], "vocab_size": 14877, "core": ["lstm", {"w_gates": ["variance_scaling", 3.29436550053204], "core_dim": 32}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 12, "batch_size": 79, "just_train": false, "num_train": 27369}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed79":[{"embed_dim": 32, "w_init": ["he_uniform", null], "vocab_size": 5492, "core": ["lstm", {"w_gates": ["random_uniform", 0.4392664792729642], "core_dim": 94}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 101, "batch_size": 243, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed790":[{"embed_dim": 36, "w_init": ["truncated_normal", 5.560207179835689], "vocab_size": 8135, "core": ["gru", {"core_dim": 45, "wh": ["variance_scaling", 1.417238443906388], "wz": ["he_uniform", null], "wr": ["orthogonal", 0.21871693404283313], "uh": ["glorot_uniform", null], "uz": ["orthogonal", 2.970214956852171], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 116, "batch_size": 51, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed791":[{"embed_dim": 57, "w_init": ["he_uniform", null], "vocab_size": 12653, "core": ["gru", {"core_dim": 56, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 130, "batch_size": 136, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed792":[{"embed_dim": 112, "w_init": ["he_normal", null], "vocab_size": 2125, "core": ["lstm", {"w_gates": ["orthogonal", 0.4022196474494746], "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 34, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed793":[{"embed_dim": 71, "w_init": ["glorot_uniform", null], "vocab_size": 2467, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "swish", "core_dim": 127}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 107, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed794":[{"embed_dim": 82, "w_init": ["variance_scaling", 1.4333289881103561], "vocab_size": 16697, "core": ["lstm", {"w_gates": ["random_normal", 0.2325222958326953], "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 10, "batch_size": 122, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed795":[{"embed_dim": 85, "w_init": ["he_normal", null], "vocab_size": 2741, "core": ["lstm", {"w_gates": ["random_uniform", 5.27683118022502], "core_dim": 72}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 127, "batch_size": 46, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed796":[{"embed_dim": 19, "w_init": ["he_uniform", null], "vocab_size": 3637, "core": ["lstm", {"w_gates": ["random_normal", 0.7642384004236029], "core_dim": 34}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 58, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed797":[{"embed_dim": 17, "w_init": ["glorot_normal", null], "vocab_size": 2054, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "tanh", "core_dim": 69}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 86, "batch_size": 49, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed798":[{"embed_dim": 50, "w_init": ["he_normal", null], "vocab_size": 1556, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 14, "batch_size": 10, "just_train": false, "num_train": 6060}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed799":[{"embed_dim": 127, "w_init": ["glorot_uniform", null], "vocab_size": 1956, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 109}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 31, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed8":[{"embed_dim": 90, "w_init": ["variance_scaling", 5.475062490474511], "vocab_size": 6083, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "swish", "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 37, "batch_size": 240, "just_train": true, "num_train": 35375}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed80":[{"embed_dim": 34, "w_init": ["random_normal", 0.34652768890482033], "vocab_size": 9915, "core": ["gru", {"core_dim": 78, "wh": ["random_uniform", 0.4067921848967654], "wz": ["random_uniform", 0.4067921848967654], "wr": ["random_uniform", 0.4067921848967654], "uh": ["random_uniform", 0.4067921848967654], "uz": ["random_uniform", 0.4067921848967654], "ur": ["random_uniform", 0.4067921848967654]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 131, "batch_size": 118, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed800":[{"embed_dim": 10, "w_init": ["he_normal", null], "vocab_size": 3322, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.3712124928388005], "in_to_hidden": ["variance_scaling", 0.3712124928388005], "act_fn": "tanh", "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 13, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed801":[{"embed_dim": 33, "w_init": ["glorot_uniform", null], "vocab_size": 6244, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 7.5142034040533074], "in_to_hidden": ["orthogonal", 2.7800624804397978], "act_fn": "tanh", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 13, "batch_size": 109, "just_train": false, "num_train": 30328}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed802":[{"embed_dim": 30, "w_init": ["he_uniform", null], "vocab_size": 16661, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 38}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 228, "batch_size": 331, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed803":[{"embed_dim": 13, "w_init": ["variance_scaling", 3.84148321129343], "vocab_size": 1769, "core": ["gru", {"core_dim": 58, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 87, "batch_size": 148, "just_train": false, "num_train": 16167}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed804":[{"embed_dim": 15, "w_init": ["glorot_uniform", null], "vocab_size": 6378, "core": ["gru", {"core_dim": 70, "wh": ["he_normal", null], "wz": ["truncated_normal", 6.2979783977730674], "wr": ["random_uniform", 2.3178439331702263], "uh": ["random_normal", 7.597210207634829], "uz": ["glorot_uniform", null], "ur": ["orthogonal", 0.22219139554333703]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 184, "batch_size": 418, "just_train": false, "num_train": 42259}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed805":[{"embed_dim": 9, "w_init": ["orthogonal", 0.6451624463319701], "vocab_size": 1724, "core": ["gru", {"core_dim": 56, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 212, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed806":[{"embed_dim": 13, "w_init": ["random_normal", 0.19665144763019027], "vocab_size": 5085, "core": ["gru", {"core_dim": 43, "wh": ["random_normal", 0.2588016955685834], "wz": ["random_normal", 0.2588016955685834], "wr": ["random_normal", 0.2588016955685834], "uh": ["random_normal", 0.2588016955685834], "uz": ["random_normal", 0.2588016955685834], "ur": ["random_normal", 0.2588016955685834]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 102, "batch_size": 235, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed807":[{"embed_dim": 95, "w_init": ["glorot_uniform", null], "vocab_size": 20329, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 23, "batch_size": 490, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed808":[{"embed_dim": 114, "w_init": ["glorot_uniform", null], "vocab_size": 1438, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.10982303088546928], "in_to_hidden": ["truncated_normal", 0.10982303088546928], "act_fn": "tanh", "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 65, "batch_size": 73, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed809":[{"embed_dim": 9, "w_init": ["random_normal", 1.2055186321091196], "vocab_size": 25463, "core": ["gru", {"core_dim": 44, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 55, "batch_size": 351, "just_train": false, "num_train": 3328}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed81":[{"embed_dim": 21, "w_init": ["he_normal", null], "vocab_size": 23895, "core": ["gru", {"core_dim": 38, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 20, "batch_size": 100, "just_train": true, "num_train": 45318}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed810":[{"embed_dim": 9, "w_init": ["orthogonal", 8.378901218944689], "vocab_size": 1146, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["random_normal", 6.784937349784975], "act_fn": "elu", "core_dim": 86}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 21, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed811":[{"embed_dim": 41, "w_init": ["he_uniform", null], "vocab_size": 24764, "core": ["gru", {"core_dim": 42, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 21, "batch_size": 82, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed812":[{"embed_dim": 32, "w_init": ["he_uniform", null], "vocab_size": 4740, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 224, "batch_size": 171, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed813":[{"embed_dim": 121, "w_init": ["truncated_normal", 0.3288286490500676], "vocab_size": 1022, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu1", "core_dim": 39}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 17, "batch_size": 102, "just_train": false, "num_train": 1360}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed814":[{"embed_dim": 13, "w_init": ["random_normal", 5.9796669024631735], "vocab_size": 2814, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 123}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 26, "batch_size": 133, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed815":[{"embed_dim": 75, "w_init": ["variance_scaling", 0.3568605450155276], "vocab_size": 6419, "core": ["gru", {"core_dim": 105, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 41, "batch_size": 499, "just_train": true, "num_train": 17733}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed816":[{"embed_dim": 17, "w_init": ["glorot_uniform", null], "vocab_size": 19009, "core": ["gru", {"core_dim": 122, "wh": ["random_uniform", 0.38528714378232987], "wz": ["random_uniform", 0.38528714378232987], "wr": ["random_uniform", 0.38528714378232987], "uh": ["random_uniform", 0.38528714378232987], "uz": ["random_uniform", 0.38528714378232987], "ur": ["random_uniform", 0.38528714378232987]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 15, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed817":[{"embed_dim": 32, "w_init": ["glorot_uniform", null], "vocab_size": 1550, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.8740918057688702], "in_to_hidden": ["random_normal", 1.8740918057688702], "act_fn": "relu", "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 173, "batch_size": 131, "just_train": false, "num_train": 20229}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed818":[{"embed_dim": 88, "w_init": ["variance_scaling", 3.699078518741378], "vocab_size": 8302, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 50}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 17, "batch_size": 312, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed819":[{"embed_dim": 14, "w_init": ["random_normal", 0.6784315906945446], "vocab_size": 1841, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 65, "batch_size": 40, "just_train": false, "num_train": 49145}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed82":[{"embed_dim": 17, "w_init": ["orthogonal", 1.7692875628864473], "vocab_size": 14101, "core": ["lstm", {"w_gates": ["variance_scaling", 0.12825040585513112], "core_dim": 64}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 62, "batch_size": 99, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed820":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 5945, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 73}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 15, "batch_size": 469, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed821":[{"embed_dim": 33, "w_init": ["he_normal", null], "vocab_size": 12184, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu4", "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 160, "batch_size": 301, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed822":[{"embed_dim": 14, "w_init": ["glorot_uniform", null], "vocab_size": 23303, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 3.245142648469195], "in_to_hidden": ["variance_scaling", 3.245142648469195], "act_fn": "leaky_relu2", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 141, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed823":[{"embed_dim": 9, "w_init": ["orthogonal", 7.863682482067319], "vocab_size": 20700, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["variance_scaling", 0.32037012890687083], "act_fn": "relu", "core_dim": 77}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 23, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed824":[{"embed_dim": 27, "w_init": ["glorot_uniform", null], "vocab_size": 16857, "core": ["gru", {"core_dim": 41, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 23, "batch_size": 122, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed825":[{"embed_dim": 62, "w_init": ["random_normal", 1.6911318797585906], "vocab_size": 17719, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 71, "batch_size": 129, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed826":[{"embed_dim": 127, "w_init": ["he_uniform", null], "vocab_size": 4386, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu1", "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 191, "batch_size": 450, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed827":[{"embed_dim": 19, "w_init": ["glorot_uniform", null], "vocab_size": 14582, "core": ["gru", {"core_dim": 113, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 238, "batch_size": 30, "just_train": false, "num_train": 11615}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed828":[{"embed_dim": 37, "w_init": ["glorot_uniform", null], "vocab_size": 1836, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 96}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 14, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed829":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 1560, "core": ["lstm", {"w_gates": ["truncated_normal", 1.096207185833479], "core_dim": 52}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 28, "batch_size": 395, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed83":[{"embed_dim": 16, "w_init": ["orthogonal", 2.124631006163177], "vocab_size": 14058, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu2", "core_dim": 74}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 134, "batch_size": 23, "just_train": false, "num_train": 24184}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed830":[{"embed_dim": 29, "w_init": ["variance_scaling", 1.8349257139525343], "vocab_size": 27454, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.5191447945928547], "in_to_hidden": ["random_normal", 1.5191447945928547], "act_fn": "relu", "core_dim": 68}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 19, "batch_size": 14, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed831":[{"embed_dim": 126, "w_init": ["he_normal", null], "vocab_size": 7263, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 70}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 170, "batch_size": 18, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed832":[{"embed_dim": 110, "w_init": ["truncated_normal", 2.926220795858787], "vocab_size": 4453, "core": ["gru", {"core_dim": 66, "wh": ["orthogonal", 0.49134828567234085], "wz": ["he_uniform", null], "wr": ["orthogonal", 0.3812633198449219], "uh": ["glorot_uniform", null], "uz": ["he_uniform", null], "ur": ["variance_scaling", 5.515573143180383]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 137, "batch_size": 361, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed833":[{"embed_dim": 75, "w_init": ["truncated_normal", 3.92350240632142], "vocab_size": 2001, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 127}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 48, "batch_size": 28, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed834":[{"embed_dim": 44, "w_init": ["glorot_uniform", null], "vocab_size": 7776, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "elu", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 95, "batch_size": 112, "just_train": false, "num_train": 39913}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed835":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 2427, "core": ["gru", {"core_dim": 74, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 236, "batch_size": 400, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed836":[{"embed_dim": 89, "w_init": ["glorot_uniform", null], "vocab_size": 2023, "core": ["gru", {"core_dim": 42, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 222, "batch_size": 172, "just_train": true, "num_train": 18002}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed837":[{"embed_dim": 95, "w_init": ["he_normal", null], "vocab_size": 6299, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 59}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 13, "batch_size": 88, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed838":[{"embed_dim": 49, "w_init": ["he_uniform", null], "vocab_size": 15224, "core": ["lstm", {"w_gates": ["random_normal", 0.5780594242955808], "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 13, "batch_size": 215, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed839":[{"embed_dim": 54, "w_init": ["random_normal", 4.454769892052853], "vocab_size": 6212, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 33}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 75, "batch_size": 213, "just_train": false, "num_train": 26806}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed84":[{"embed_dim": 9, "w_init": ["he_normal", null], "vocab_size": 2280, "core": ["lstm", {"w_gates": ["random_normal", 0.3554708492460178], "core_dim": 37}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 18, "batch_size": 385, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed840":[{"embed_dim": 21, "w_init": ["glorot_uniform", null], "vocab_size": 11929, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 6.8863922362249985], "in_to_hidden": ["orthogonal", 0.45990032153083565], "act_fn": "leaky_relu4", "core_dim": 115}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 167, "batch_size": 8, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed841":[{"embed_dim": 25, "w_init": ["he_uniform", null], "vocab_size": 16733, "core": ["gru", {"core_dim": 116, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 152, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed842":[{"embed_dim": 46, "w_init": ["orthogonal", 5.047430583563816], "vocab_size": 4503, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 119}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 85, "batch_size": 50, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed843":[{"embed_dim": 20, "w_init": ["glorot_normal", null], "vocab_size": 22087, "core": ["lstm", {"w_gates": ["random_uniform", 4.378236862509543], "core_dim": 55}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 13, "batch_size": 53, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed844":[{"embed_dim": 51, "w_init": ["truncated_normal", 0.22390709688422908], "vocab_size": 13391, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.8563516479364903], "in_to_hidden": ["random_uniform", 0.8563516479364903], "act_fn": "leaky_relu1", "core_dim": 41}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 168, "batch_size": 87, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed845":[{"embed_dim": 16, "w_init": ["glorot_normal", null], "vocab_size": 2399, "core": ["lstm", {"w_gates": ["random_normal", 2.905076453538691], "core_dim": 102}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 132, "batch_size": 121, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed846":[{"embed_dim": 9, "w_init": ["he_normal", null], "vocab_size": 12409, "core": ["gru", {"core_dim": 91, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 250, "batch_size": 83, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed847":[{"embed_dim": 108, "w_init": ["orthogonal", 0.35989005617708425], "vocab_size": 2162, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "leaky_relu4", "core_dim": 97}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 12, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed848":[{"embed_dim": 28, "w_init": ["glorot_uniform", null], "vocab_size": 22595, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 38}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 16, "batch_size": 320, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed849":[{"embed_dim": 120, "w_init": ["random_normal", 0.9177403312263456], "vocab_size": 2832, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 60}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 184, "batch_size": 285, "just_train": false, "num_train": 15738}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed85":[{"embed_dim": 45, "w_init": ["he_uniform", null], "vocab_size": 2758, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 54}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 82, "batch_size": 376, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed850":[{"embed_dim": 126, "w_init": ["glorot_normal", null], "vocab_size": 7303, "core": ["lstm", {"w_gates": ["truncated_normal", 1.1470661082268276], "core_dim": 120}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 254, "batch_size": 31, "just_train": false, "num_train": 26588}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed851":[{"embed_dim": 20, "w_init": ["random_normal", 0.22564332130591516], "vocab_size": 1391, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "leaky_relu4", "core_dim": 37}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 16, "batch_size": 426, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed852":[{"embed_dim": 15, "w_init": ["truncated_normal", 0.21435715051252524], "vocab_size": 14370, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 105}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 24, "batch_size": 154, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed853":[{"embed_dim": 23, "w_init": ["glorot_normal", null], "vocab_size": 24367, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 74}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 58, "batch_size": 418, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed854":[{"embed_dim": 34, "w_init": ["random_uniform", 0.1183146044476084], "vocab_size": 5718, "core": ["gru", {"core_dim": 51, "wh": ["glorot_uniform", null], "wz": ["random_uniform", 4.814132224835314], "wr": ["he_normal", null], "uh": ["variance_scaling", 3.924810740876585], "uz": ["he_uniform", null], "ur": ["random_uniform", 0.23018404675581944]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 11, "batch_size": 26, "just_train": false, "num_train": 48490}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed855":[{"embed_dim": 16, "w_init": ["truncated_normal", 1.953657738530857], "vocab_size": 1515, "core": ["lstm", {"w_gates": ["orthogonal", 4.069009936188818], "core_dim": 103}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 83, "batch_size": 438, "just_train": false, "num_train": 45165}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed856":[{"embed_dim": 22, "w_init": ["truncated_normal", 8.088865595367137], "vocab_size": 2190, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 103}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 169, "batch_size": 446, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed857":[{"embed_dim": 13, "w_init": ["glorot_normal", null], "vocab_size": 5445, "core": ["gru", {"core_dim": 53, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 135, "batch_size": 23, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed858":[{"embed_dim": 33, "w_init": ["he_normal", null], "vocab_size": 1407, "core": ["gru", {"core_dim": 40, "wh": ["random_uniform", 6.728001772595289], "wz": ["random_uniform", 6.728001772595289], "wr": ["random_uniform", 6.728001772595289], "uh": ["random_uniform", 6.728001772595289], "uz": ["random_uniform", 6.728001772595289], "ur": ["random_uniform", 6.728001772595289]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 219, "batch_size": 498, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed859":[{"embed_dim": 12, "w_init": ["he_normal", null], "vocab_size": 28515, "core": ["gru", {"core_dim": 51, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 16, "batch_size": 9, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed86":[{"embed_dim": 14, "w_init": ["glorot_uniform", null], "vocab_size": 1681, "core": ["gru", {"core_dim": 44, "wh": ["orthogonal", 1.5081191325491456], "wz": ["orthogonal", 1.5081191325491456], "wr": ["orthogonal", 1.5081191325491456], "uh": ["orthogonal", 1.5081191325491456], "uz": ["orthogonal", 1.5081191325491456], "ur": ["orthogonal", 1.5081191325491456]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 22, "batch_size": 369, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed860":[{"embed_dim": 23, "w_init": ["he_uniform", null], "vocab_size": 22167, "core": ["lstm", {"w_gates": ["truncated_normal", 1.1545107576534344], "core_dim": 112}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 11, "batch_size": 388, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed861":[{"embed_dim": 63, "w_init": ["random_normal", 0.6749194980932599], "vocab_size": 3831, "core": ["gru", {"core_dim": 37, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 49, "batch_size": 73, "just_train": false, "num_train": 9705}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed862":[{"embed_dim": 124, "w_init": ["random_normal", 6.584030574058275], "vocab_size": 1027, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "tanh", "core_dim": 32}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 12, "batch_size": 29, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed863":[{"embed_dim": 68, "w_init": ["he_normal", null], "vocab_size": 7650, "core": ["gru", {"core_dim": 113, "wh": ["truncated_normal", 0.16229809878818097], "wz": ["random_uniform", 0.3094912855729606], "wr": ["he_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["variance_scaling", 0.8603079055796814]}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 30, "batch_size": 102, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed864":[{"embed_dim": 47, "w_init": ["variance_scaling", 0.38370841499011027], "vocab_size": 6885, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 30, "batch_size": 25, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed865":[{"embed_dim": 12, "w_init": ["orthogonal", 1.409224097361461], "vocab_size": 9932, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 34}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 27, "batch_size": 81, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed866":[{"embed_dim": 33, "w_init": ["variance_scaling", 0.11003118854374044], "vocab_size": 1692, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.7127070727014295], "in_to_hidden": ["variance_scaling", 0.7127070727014295], "act_fn": "sigmoid", "core_dim": 59}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 20, "batch_size": 114, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed867":[{"embed_dim": 11, "w_init": ["he_normal", null], "vocab_size": 7440, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 52}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 202, "batch_size": 267, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed868":[{"embed_dim": 13, "w_init": ["glorot_uniform", null], "vocab_size": 1030, "core": ["gru", {"core_dim": 90, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 21, "batch_size": 21, "just_train": false, "num_train": 9889}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed869":[{"embed_dim": 12, "w_init": ["he_normal", null], "vocab_size": 3765, "core": ["gru", {"core_dim": 39, "wh": ["glorot_normal", null], "wz": ["random_normal", 1.9657561770646839], "wr": ["truncated_normal", 9.14816366097317], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 189, "batch_size": 462, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed87":[{"embed_dim": 49, "w_init": ["variance_scaling", 8.744844070862658], "vocab_size": 1395, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.2442448988614767], "in_to_hidden": ["truncated_normal", 1.2442448988614767], "act_fn": "sigmoid", "core_dim": 115}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 30, "batch_size": 17, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed870":[{"embed_dim": 30, "w_init": ["orthogonal", 0.22371643510791955], "vocab_size": 9357, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 105}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 74, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed871":[{"embed_dim": 47, "w_init": ["glorot_normal", null], "vocab_size": 21413, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "elu", "core_dim": 49}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 33, "batch_size": 18, "just_train": false, "num_train": 44165}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed872":[{"embed_dim": 17, "w_init": ["glorot_normal", null], "vocab_size": 6618, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 99}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 101, "batch_size": 259, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed873":[{"embed_dim": 18, "w_init": ["random_uniform", 0.2971549478509998], "vocab_size": 1566, "core": ["gru", {"core_dim": 43, "wh": ["glorot_uniform", null], "wz": ["truncated_normal", 2.7629197384326867], "wr": ["he_normal", null], "uh": ["truncated_normal", 0.19055750632062998], "uz": ["glorot_normal", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 215, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed874":[{"embed_dim": 106, "w_init": ["he_normal", null], "vocab_size": 26649, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 2.1792350532417286], "in_to_hidden": ["variance_scaling", 2.1792350532417286], "act_fn": "relu", "core_dim": 91}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 16, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed875":[{"embed_dim": 35, "w_init": ["glorot_normal", null], "vocab_size": 21769, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 104}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 173, "batch_size": 456, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed876":[{"embed_dim": 59, "w_init": ["glorot_normal", null], "vocab_size": 2672, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 86}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 64, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed877":[{"embed_dim": 10, "w_init": ["variance_scaling", 0.40164573938493714], "vocab_size": 8320, "core": ["lstm", {"w_gates": ["truncated_normal", 1.6047839286307615], "core_dim": 80}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 22, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed878":[{"embed_dim": 12, "w_init": ["random_normal", 0.4361970451318059], "vocab_size": 6292, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 33, "batch_size": 45, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed879":[{"embed_dim": 26, "w_init": ["truncated_normal", 0.14695579759515887], "vocab_size": 1715, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "sigmoid", "core_dim": 46}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 14, "batch_size": 23, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed88":[{"embed_dim": 48, "w_init": ["he_uniform", null], "vocab_size": 6031, "core": ["gru", {"core_dim": 44, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 17, "batch_size": 106, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed880":[{"embed_dim": 10, "w_init": ["truncated_normal", 0.22137948748585734], "vocab_size": 1811, "core": ["lstm", {"w_gates": ["random_uniform", 0.7263998615069713], "core_dim": 101}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 164, "batch_size": 63, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed881":[{"embed_dim": 26, "w_init": ["orthogonal", 0.683917215232455], "vocab_size": 3932, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 1.0451614890331677], "in_to_hidden": ["variance_scaling", 3.086194343588216], "act_fn": "tanh", "core_dim": 76}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 12, "batch_size": 229, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed882":[{"embed_dim": 47, "w_init": ["he_uniform", null], "vocab_size": 5523, "core": ["gru", {"core_dim": 32, "wh": ["random_uniform", 0.5442389534803977], "wz": ["random_uniform", 0.5442389534803977], "wr": ["random_uniform", 0.5442389534803977], "uh": ["random_uniform", 0.5442389534803977], "uz": ["random_uniform", 0.5442389534803977], "ur": ["random_uniform", 0.5442389534803977]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 69, "batch_size": 406, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed883":[{"embed_dim": 11, "w_init": ["glorot_uniform", null], "vocab_size": 18055, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "swish", "core_dim": 106}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 99, "batch_size": 92, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed884":[{"embed_dim": 40, "w_init": ["he_uniform", null], "vocab_size": 28811, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.8603077788310006], "in_to_hidden": ["variance_scaling", 0.8603077788310006], "act_fn": "relu", "core_dim": 84}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 31, "batch_size": 44, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed885":[{"embed_dim": 9, "w_init": ["random_uniform", 0.32681225097885025], "vocab_size": 24140, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 83}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 20, "batch_size": 30, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed886":[{"embed_dim": 8, "w_init": ["random_normal", 0.15890675320238473], "vocab_size": 4945, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 79}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 157, "batch_size": 51, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed887":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 7688, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.5399981229331114], "in_to_hidden": ["random_uniform", 0.5399981229331114], "act_fn": "tanh", "core_dim": 48}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 112, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed888":[{"embed_dim": 87, "w_init": ["glorot_uniform", null], "vocab_size": 5178, "core": ["lstm", {"w_gates": ["truncated_normal", 0.14198582815691402], "core_dim": 44}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 105, "batch_size": 18, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed889":[{"embed_dim": 26, "w_init": ["random_uniform", 3.156402374599215], "vocab_size": 3969, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 57}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 18, "batch_size": 17, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed89":[{"embed_dim": 32, "w_init": ["glorot_uniform", null], "vocab_size": 2406, "core": ["gru", {"core_dim": 70, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 189, "batch_size": 26, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed890":[{"embed_dim": 50, "w_init": ["he_normal", null], "vocab_size": 7269, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.913528735103192], "in_to_hidden": ["orthogonal", 0.6963637150556695], "act_fn": "relu", "core_dim": 68}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 154, "batch_size": 101, "just_train": false, "num_train": 41511}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed891":[{"embed_dim": 29, "w_init": ["he_normal", null], "vocab_size": 2344, "core": ["lstm", {"w_gates": ["variance_scaling", 0.141669375380345], "core_dim": 70}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 68, "batch_size": 463, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed892":[{"embed_dim": 74, "w_init": ["variance_scaling", 8.732453545300281], "vocab_size": 2873, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 72}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 203, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed893":[{"embed_dim": 84, "w_init": ["variance_scaling", 9.407370855977778], "vocab_size": 24059, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "elu", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 75, "batch_size": 304, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed894":[{"embed_dim": 110, "w_init": ["random_uniform", 0.3806788433422546], "vocab_size": 19447, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.3338564560102209], "in_to_hidden": ["random_uniform", 0.2315132215651639], "act_fn": "relu", "core_dim": 34}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 19, "batch_size": 29, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed895":[{"embed_dim": 41, "w_init": ["he_uniform", null], "vocab_size": 1879, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 5.327208174021839], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 82}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 82, "batch_size": 11, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed896":[{"embed_dim": 28, "w_init": ["orthogonal", 0.26400152138150035], "vocab_size": 2509, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 104}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 18, "batch_size": 24, "just_train": true, "num_train": 42995}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed897":[{"embed_dim": 14, "w_init": ["random_normal", 2.5988545494666506], "vocab_size": 7603, "core": ["lstm", {"w_gates": ["random_uniform", 5.982685676862908], "core_dim": 60}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 115, "batch_size": 226, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed898":[{"embed_dim": 62, "w_init": ["he_uniform", null], "vocab_size": 2376, "core": ["gru", {"core_dim": 52, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 98, "batch_size": 18, "just_train": false, "num_train": 24721}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed899":[{"embed_dim": 26, "w_init": ["he_uniform", null], "vocab_size": 10759, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 35}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 60, "batch_size": 56, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed9":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 5399, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 57}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 17, "batch_size": 309, "just_train": false, "num_train": 17929}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed90":[{"embed_dim": 12, "w_init": ["glorot_uniform", null], "vocab_size": 28556, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 51}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 78, "batch_size": 89, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed900":[{"embed_dim": 27, "w_init": ["glorot_uniform", null], "vocab_size": 6370, "core": ["lstm", {"w_gates": ["random_normal", 0.11026015615001705], "core_dim": 36}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 77, "batch_size": 32, "just_train": false, "num_train": 23894}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed901":[{"embed_dim": 67, "w_init": ["glorot_normal", null], "vocab_size": 1264, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 8.98862911490404], "in_to_hidden": ["truncated_normal", 8.98862911490404], "act_fn": "swish", "core_dim": 53}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 11, "batch_size": 145, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed902":[{"embed_dim": 8, "w_init": ["glorot_uniform", null], "vocab_size": 17201, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 7.071590763500321], "in_to_hidden": ["random_normal", 7.071590763500321], "act_fn": "relu", "core_dim": 42}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 12, "batch_size": 56, "just_train": false, "num_train": 7223}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed903":[{"embed_dim": 51, "w_init": ["random_uniform", 0.12160917360981757], "vocab_size": 3670, "core": ["gru", {"core_dim": 34, "wh": ["glorot_uniform", null], "wz": ["random_normal", 0.18443507972517015], "wr": ["orthogonal", 3.257274475718803], "uh": ["he_normal", null], "uz": ["he_uniform", null], "ur": ["variance_scaling", 2.1202438563045907]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 13, "batch_size": 30, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed904":[{"embed_dim": 14, "w_init": ["orthogonal", 4.210639634803879], "vocab_size": 23723, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 1.145904380789457], "in_to_hidden": ["truncated_normal", 1.145904380789457], "act_fn": "relu", "core_dim": 93}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 11, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed905":[{"embed_dim": 10, "w_init": ["orthogonal", 7.3350062146961115], "vocab_size": 2675, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 1.367597318298685], "in_to_hidden": ["random_normal", 1.367597318298685], "act_fn": "relu", "core_dim": 57}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 44, "batch_size": 52, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed906":[{"embed_dim": 43, "w_init": ["random_normal", 3.4970315131164282], "vocab_size": 10366, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 110}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 29, "batch_size": 175, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed907":[{"embed_dim": 11, "w_init": ["glorot_uniform", null], "vocab_size": 8655, "core": ["lstm", {"w_gates": ["variance_scaling", 0.19531239364746827], "core_dim": 110}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 152, "batch_size": 371, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed908":[{"embed_dim": 17, "w_init": ["random_normal", 2.431169780757784], "vocab_size": 4612, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 2.775536576475637], "in_to_hidden": ["orthogonal", 2.775536576475637], "act_fn": "tanh", "core_dim": 57}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 103, "batch_size": 171, "just_train": false, "num_train": 46555}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed909":[{"embed_dim": 29, "w_init": ["glorot_normal", null], "vocab_size": 2196, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 58}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 13, "batch_size": 71, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed91":[{"embed_dim": 14, "w_init": ["he_normal", null], "vocab_size": 2741, "core": ["gru", {"core_dim": 60, "wh": ["he_uniform", null], "wz": ["he_normal", null], "wr": ["random_normal", 0.3741948230605686], "uh": ["he_normal", null], "uz": ["glorot_uniform", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 45, "batch_size": 72, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed910":[{"embed_dim": 11, "w_init": ["truncated_normal", 0.3807544555944886], "vocab_size": 15866, "core": ["lstm", {"w_gates": ["truncated_normal", 0.4841916170507371], "core_dim": 87}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 26, "batch_size": 10, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed911":[{"embed_dim": 10, "w_init": ["glorot_normal", null], "vocab_size": 16173, "core": ["gru", {"core_dim": 76, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 79, "batch_size": 171, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed912":[{"embed_dim": 56, "w_init": ["he_uniform", null], "vocab_size": 9322, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 72}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 43, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed913":[{"embed_dim": 84, "w_init": ["random_normal", 8.60791303086252], "vocab_size": 1184, "core": ["lstm", {"w_gates": ["variance_scaling", 0.35618795511481643], "core_dim": 78}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 170, "batch_size": 367, "just_train": false, "num_train": 4223}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed914":[{"embed_dim": 19, "w_init": ["orthogonal", 0.17753749410915837], "vocab_size": 3259, "core": ["lstm", {"w_gates": ["variance_scaling", 0.39982287629794405], "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 43, "batch_size": 33, "just_train": true, "num_train": 29582}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed915":[{"embed_dim": 99, "w_init": ["truncated_normal", 0.29739228761970876], "vocab_size": 8236, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 33}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 25, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed916":[{"embed_dim": 71, "w_init": ["random_uniform", 2.8670270867838017], "vocab_size": 23727, "core": ["lstm", {"w_gates": ["random_uniform", 6.104523995028005], "core_dim": 52}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 177, "batch_size": 442, "just_train": false, "num_train": 7062}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed917":[{"embed_dim": 14, "w_init": ["he_uniform", null], "vocab_size": 6288, "core": ["lstm", {"w_gates": ["variance_scaling", 0.9520008512936814], "core_dim": 36}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 67, "batch_size": 303, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed918":[{"embed_dim": 64, "w_init": ["truncated_normal", 4.971972644038371], "vocab_size": 11742, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_normal", null], "act_fn": "sigmoid", "core_dim": 46}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 74, "batch_size": 26, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed919":[{"embed_dim": 21, "w_init": ["glorot_uniform", null], "vocab_size": 6231, "core": ["lstm", {"w_gates": ["random_uniform", 0.14909245729408915], "core_dim": 50}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 21, "batch_size": 50, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed92":[{"embed_dim": 93, "w_init": ["random_uniform", 0.7070599903009599], "vocab_size": 5097, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 63}], "trainable_init": false, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 102, "batch_size": 264, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed920":[{"embed_dim": 53, "w_init": ["truncated_normal", 1.3559655168480425], "vocab_size": 4055, "core": ["lstm", {"w_gates": ["orthogonal", 9.982132400595873], "core_dim": 56}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 63, "batch_size": 59, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed921":[{"embed_dim": 116, "w_init": ["glorot_uniform", null], "vocab_size": 1131, "core": ["gru", {"core_dim": 87, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 131, "batch_size": 152, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed922":[{"embed_dim": 22, "w_init": ["glorot_uniform", null], "vocab_size": 21305, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 59}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 19, "batch_size": 8, "just_train": false, "num_train": 12425}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed923":[{"embed_dim": 48, "w_init": ["he_normal", null], "vocab_size": 1519, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "leaky_relu2", "core_dim": 105}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 49, "batch_size": 372, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed924":[{"embed_dim": 26, "w_init": ["orthogonal", 4.202684581845373], "vocab_size": 4791, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.13448809444116777], "in_to_hidden": ["random_uniform", 0.13448809444116777], "act_fn": "tanh", "core_dim": 38}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 129, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed925":[{"embed_dim": 63, "w_init": ["orthogonal", 7.201296907233983], "vocab_size": 15282, "core": ["gru", {"core_dim": 42, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 23, "batch_size": 34, "just_train": false, "num_train": 44001}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed926":[{"embed_dim": 32, "w_init": ["variance_scaling", 3.209741135180942], "vocab_size": 2025, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 88}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 93, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed927":[{"embed_dim": 47, "w_init": ["glorot_normal", null], "vocab_size": 6982, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 47}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 216, "batch_size": 70, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed928":[{"embed_dim": 41, "w_init": ["random_normal", 0.11758522316147792], "vocab_size": 3368, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 119, "batch_size": 32, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed929":[{"embed_dim": 37, "w_init": ["glorot_normal", null], "vocab_size": 28385, "core": ["gru", {"core_dim": 57, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 15, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed93":[{"embed_dim": 43, "w_init": ["orthogonal", 0.41160630500710116], "vocab_size": 26363, "core": ["gru", {"core_dim": 66, "wh": ["glorot_normal", null], "wz": ["he_normal", null], "wr": ["orthogonal", 0.2293378896750983], "uh": ["he_normal", null], "uz": ["truncated_normal", 5.568481534252402], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 17, "batch_size": 12, "just_train": true, "num_train": 4610}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed930":[{"embed_dim": 54, "w_init": ["variance_scaling", 4.221064606309007], "vocab_size": 1267, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 4.5249520705016595], "in_to_hidden": ["orthogonal", 4.5249520705016595], "act_fn": "leaky_relu4", "core_dim": 60}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 66, "batch_size": 211, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed931":[{"embed_dim": 87, "w_init": ["he_uniform", null], "vocab_size": 1122, "core": ["gru", {"core_dim": 100, "wh": ["glorot_normal", null], "wz": ["orthogonal", 8.470486059942514], "wr": ["random_uniform", 5.2977494685711015], "uh": ["random_uniform", 0.48657497870075095], "uz": ["glorot_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 22, "batch_size": 424, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed932":[{"embed_dim": 30, "w_init": ["he_normal", null], "vocab_size": 24326, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "leaky_relu4", "core_dim": 65}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 156, "batch_size": 25, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed933":[{"embed_dim": 90, "w_init": ["he_normal", null], "vocab_size": 8719, "core": ["lstm", {"w_gates": ["random_uniform", 0.39645971719173617], "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 20, "batch_size": 238, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed934":[{"embed_dim": 15, "w_init": ["random_normal", 8.19735105951374], "vocab_size": 1209, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.2740125934506894], "in_to_hidden": ["variance_scaling", 0.2740125934506894], "act_fn": "cos", "core_dim": 71}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 95, "batch_size": 187, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed935":[{"embed_dim": 59, "w_init": ["truncated_normal", 2.009237381161021], "vocab_size": 13020, "core": ["gru", {"core_dim": 66, "wh": ["truncated_normal", 0.7372183507037704], "wz": ["truncated_normal", 0.7372183507037704], "wr": ["truncated_normal", 0.7372183507037704], "uh": ["truncated_normal", 0.7372183507037704], "uz": ["truncated_normal", 0.7372183507037704], "ur": ["truncated_normal", 0.7372183507037704]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 100, "batch_size": 74, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed936":[{"embed_dim": 60, "w_init": ["he_normal", null], "vocab_size": 9949, "core": ["lstm", {"w_gates": ["random_uniform", 0.6119674691425929], "core_dim": 48}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 75, "batch_size": 158, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed937":[{"embed_dim": 17, "w_init": ["glorot_normal", null], "vocab_size": 26469, "core": ["gru", {"core_dim": 114, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 13, "batch_size": 11, "just_train": false, "num_train": 17736}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed938":[{"embed_dim": 67, "w_init": ["glorot_normal", null], "vocab_size": 2384, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 36}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 24, "batch_size": 222, "just_train": false, "num_train": 2739}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed939":[{"embed_dim": 104, "w_init": ["he_uniform", null], "vocab_size": 3173, "core": ["gru", {"core_dim": 105, "wh": ["random_uniform", 1.4328500589628501], "wz": ["random_uniform", 1.4328500589628501], "wr": ["random_uniform", 1.4328500589628501], "uh": ["random_uniform", 1.4328500589628501], "uz": ["random_uniform", 1.4328500589628501], "ur": ["random_uniform", 1.4328500589628501]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 43, "batch_size": 108, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed94":[{"embed_dim": 59, "w_init": ["he_uniform", null], "vocab_size": 10447, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 38}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 45, "batch_size": 242, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed940":[{"embed_dim": 27, "w_init": ["glorot_normal", null], "vocab_size": 1831, "core": ["gru", {"core_dim": 73, "wh": ["random_normal", 0.3215738247840341], "wz": ["random_normal", 0.3215738247840341], "wr": ["random_normal", 0.3215738247840341], "uh": ["random_normal", 0.3215738247840341], "uz": ["random_normal", 0.3215738247840341], "ur": ["random_normal", 0.3215738247840341]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 19, "batch_size": 41, "just_train": false, "num_train": 40626}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed941":[{"embed_dim": 79, "w_init": ["glorot_normal", null], "vocab_size": 18923, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["glorot_uniform", null], "act_fn": "relu", "core_dim": 40}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 14, "batch_size": 258, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed942":[{"embed_dim": 74, "w_init": ["random_uniform", 0.21639650336056784], "vocab_size": 1103, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 123}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 13, "batch_size": 97, "just_train": false, "num_train": 32810}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed943":[{"embed_dim": 61, "w_init": ["orthogonal", 3.085911105900453], "vocab_size": 3909, "core": ["lstm", {"w_gates": ["truncated_normal", 4.4286214997302755], "core_dim": 70}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 143, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed944":[{"embed_dim": 90, "w_init": ["variance_scaling", 0.40204331399098986], "vocab_size": 19730, "core": ["gru", {"core_dim": 36, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 20, "batch_size": 138, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed945":[{"embed_dim": 30, "w_init": ["he_uniform", null], "vocab_size": 3178, "core": ["gru", {"core_dim": 123, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["random_normal", 0.2290148646325374], "uh": ["truncated_normal", 0.7566086754927689], "uz": ["he_uniform", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 39, "batch_size": 423, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed946":[{"embed_dim": 76, "w_init": ["glorot_uniform", null], "vocab_size": 1442, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "sigmoid", "core_dim": 42}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 62, "batch_size": 122, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed947":[{"embed_dim": 96, "w_init": ["random_uniform", 0.24096058200149229], "vocab_size": 6809, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 12, "batch_size": 60, "just_train": false, "num_train": 2342}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed948":[{"embed_dim": 17, "w_init": ["glorot_uniform", null], "vocab_size": 2439, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_normal", null], "act_fn": "swish", "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 110, "batch_size": 410, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed949":[{"embed_dim": 9, "w_init": ["glorot_uniform", null], "vocab_size": 2146, "core": ["gru", {"core_dim": 60, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 16, "batch_size": 16, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed95":[{"embed_dim": 15, "w_init": ["glorot_uniform", null], "vocab_size": 20383, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 107}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 116, "batch_size": 461, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed950":[{"embed_dim": 78, "w_init": ["glorot_normal", null], "vocab_size": 1252, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 53}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 19, "batch_size": 9, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed951":[{"embed_dim": 40, "w_init": ["glorot_normal", null], "vocab_size": 1085, "core": ["gru", {"core_dim": 90, "wh": ["truncated_normal", 1.966533343181956], "wz": ["truncated_normal", 1.966533343181956], "wr": ["truncated_normal", 1.966533343181956], "uh": ["truncated_normal", 1.966533343181956], "uz": ["truncated_normal", 1.966533343181956], "ur": ["truncated_normal", 1.966533343181956]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 19, "batch_size": 218, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed952":[{"embed_dim": 18, "w_init": ["random_normal", 0.44169743446018744], "vocab_size": 13394, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 59, "batch_size": 14, "just_train": false, "num_train": 49239}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed953":[{"embed_dim": 105, "w_init": ["he_uniform", null], "vocab_size": 12614, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 32}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 123, "batch_size": 59, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed954":[{"embed_dim": 8, "w_init": ["he_uniform", null], "vocab_size": 7137, "core": ["vrnn", {"hidden_to_hidden": ["glorot_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "relu", "core_dim": 33}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 83, "batch_size": 327, "just_train": false, "num_train": 12299}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed955":[{"embed_dim": 20, "w_init": ["truncated_normal", 0.28693205195944177], "vocab_size": 7278, "core": ["gru", {"core_dim": 66, "wh": ["random_normal", 7.247488723477758], "wz": ["random_normal", 7.247488723477758], "wr": ["random_normal", 7.247488723477758], "uh": ["random_normal", 7.247488723477758], "uz": ["random_normal", 7.247488723477758], "ur": ["random_normal", 7.247488723477758]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 211, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed956":[{"embed_dim": 13, "w_init": ["random_normal", 1.5086959737994], "vocab_size": 6049, "core": ["gru", {"core_dim": 57, "wh": ["random_uniform", 1.3775003012733187], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 50, "batch_size": 31, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed957":[{"embed_dim": 98, "w_init": ["he_normal", null], "vocab_size": 29620, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "tanh", "core_dim": 110}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 17, "batch_size": 209, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed958":[{"embed_dim": 8, "w_init": ["he_normal", null], "vocab_size": 1320, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["he_uniform", null], "act_fn": "tanh", "core_dim": 75}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 53, "batch_size": 362, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed959":[{"embed_dim": 29, "w_init": ["he_uniform", null], "vocab_size": 3257, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 35}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 15, "batch_size": 13, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed96":[{"embed_dim": 15, "w_init": ["truncated_normal", 4.309935257034709], "vocab_size": 21634, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 61}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 24, "batch_size": 382, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed960":[{"embed_dim": 80, "w_init": ["glorot_uniform", null], "vocab_size": 19598, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 78}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 12, "batch_size": 22, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed961":[{"embed_dim": 29, "w_init": ["glorot_normal", null], "vocab_size": 25993, "core": ["vrnn", {"hidden_to_hidden": ["random_normal", 0.385216106098113], "in_to_hidden": ["variance_scaling", 0.19782250869961673], "act_fn": "relu", "core_dim": 116}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 61, "batch_size": 117, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed962":[{"embed_dim": 54, "w_init": ["glorot_normal", null], "vocab_size": 3031, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 125}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 116, "batch_size": 151, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed963":[{"embed_dim": 11, "w_init": ["glorot_normal", null], "vocab_size": 9684, "core": ["gru", {"core_dim": 37, "wh": ["random_normal", 1.2306016936352542], "wz": ["random_normal", 1.2306016936352542], "wr": ["random_normal", 1.2306016936352542], "uh": ["random_normal", 1.2306016936352542], "uz": ["random_normal", 1.2306016936352542], "ur": ["random_normal", 1.2306016936352542]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 73, "batch_size": 157, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed964":[{"embed_dim": 34, "w_init": ["glorot_uniform", null], "vocab_size": 17199, "core": ["gru", {"core_dim": 62, "wh": ["random_uniform", 0.21508214845213125], "wz": ["random_uniform", 0.21508214845213125], "wr": ["random_uniform", 0.21508214845213125], "uh": ["random_uniform", 0.21508214845213125], "uz": ["random_uniform", 0.21508214845213125], "ur": ["random_uniform", 0.21508214845213125]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 36, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed965":[{"embed_dim": 72, "w_init": ["variance_scaling", 3.7577108301511295], "vocab_size": 6734, "core": ["lstm", {"w_gates": ["random_uniform", 0.6765258755196951], "core_dim": 50}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 36, "batch_size": 23, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed966":[{"embed_dim": 10, "w_init": ["random_uniform", 1.114883938724296], "vocab_size": 1694, "core": ["lstm", {"w_gates": ["glorot_normal", null], "core_dim": 64}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 35, "batch_size": 24, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed967":[{"embed_dim": 10, "w_init": ["random_uniform", 1.4341808660372062], "vocab_size": 9022, "core": ["gru", {"core_dim": 104, "wh": ["truncated_normal", 2.0255041691686557], "wz": ["truncated_normal", 2.0255041691686557], "wr": ["truncated_normal", 2.0255041691686557], "uh": ["truncated_normal", 2.0255041691686557], "uz": ["truncated_normal", 2.0255041691686557], "ur": ["truncated_normal", 2.0255041691686557]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 93, "batch_size": 120, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed968":[{"embed_dim": 11, "w_init": ["truncated_normal", 1.1651188171906373], "vocab_size": 3030, "core": ["gru", {"core_dim": 44, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 56, "batch_size": 20, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed969":[{"embed_dim": 17, "w_init": ["he_normal", null], "vocab_size": 1841, "core": ["gru", {"core_dim": 49, "wh": ["he_uniform", null], "wz": ["variance_scaling", 5.347544713492538], "wr": ["orthogonal", 1.2342205943515678], "uh": ["glorot_uniform", null], "uz": ["glorot_normal", null], "ur": ["random_normal", 0.8052393943051497]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 64, "batch_size": 12, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed97":[{"embed_dim": 81, "w_init": ["variance_scaling", 0.7839846698732451], "vocab_size": 2632, "core": ["gru", {"core_dim": 48, "wh": ["variance_scaling", 7.216123381793557], "wz": ["glorot_uniform", null], "wr": ["he_normal", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 17, "batch_size": 13, "just_train": false, "num_train": 10546}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed970":[{"embed_dim": 78, "w_init": ["glorot_normal", null], "vocab_size": 18332, "core": ["gru", {"core_dim": 34, "wh": ["glorot_uniform", null], "wz": ["glorot_uniform", null], "wr": ["glorot_uniform", null], "uh": ["glorot_uniform", null], "uz": ["glorot_uniform", null], "ur": ["glorot_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 69, "batch_size": 492, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed971":[{"embed_dim": 47, "w_init": ["random_uniform", 0.42676117535032426], "vocab_size": 2279, "core": ["gru", {"core_dim": 60, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 150, "batch_size": 270, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed972":[{"embed_dim": 126, "w_init": ["truncated_normal", 1.2240359446874856], "vocab_size": 2813, "core": ["vrnn", {"hidden_to_hidden": ["random_uniform", 0.12010993487674121], "in_to_hidden": ["random_uniform", 0.12010993487674121], "act_fn": "swish", "core_dim": 46}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 201, "batch_size": 197, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed973":[{"embed_dim": 104, "w_init": ["he_normal", null], "vocab_size": 4503, "core": ["vrnn", {"hidden_to_hidden": ["orthogonal", 0.7642788618635193], "in_to_hidden": ["orthogonal", 0.7642788618635193], "act_fn": "leaky_relu1", "core_dim": 37}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ru_subwords8k", {"patch_length": 17, "batch_size": 185, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed974":[{"embed_dim": 18, "w_init": ["he_normal", null], "vocab_size": 3382, "core": ["gru", {"core_dim": 95, "wh": ["random_normal", 0.35137375904553414], "wz": ["variance_scaling", 1.221334405127825], "wr": ["truncated_normal", 0.4220836150164596], "uh": ["orthogonal", 2.0663369300220484], "uz": ["truncated_normal", 0.3400539676282857], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 15, "batch_size": 105, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed975":[{"embed_dim": 68, "w_init": ["he_uniform", null], "vocab_size": 1637, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 36}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 34, "batch_size": 33, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed976":[{"embed_dim": 115, "w_init": ["glorot_normal", null], "vocab_size": 28700, "core": ["gru", {"core_dim": 119, "wh": ["glorot_normal", null], "wz": ["glorot_normal", null], "wr": ["glorot_normal", null], "uh": ["glorot_normal", null], "uz": ["glorot_normal", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 101, "batch_size": 271, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed977":[{"embed_dim": 9, "w_init": ["he_normal", null], "vocab_size": 1232, "core": ["vrnn", {"hidden_to_hidden": ["truncated_normal", 0.1345179903647928], "in_to_hidden": ["truncated_normal", 0.1345179903647928], "act_fn": "sigmoid", "core_dim": 99}], "trainable_init": true, "dataset": ["lm1b/subwords8k", {"patch_length": 124, "batch_size": 63, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed978":[{"embed_dim": 64, "w_init": ["variance_scaling", 0.15988433734332375], "vocab_size": 3591, "core": ["lstm", {"w_gates": ["random_uniform", 3.8380275101631063], "core_dim": 127}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 181, "batch_size": 15, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed979":[{"embed_dim": 19, "w_init": ["he_uniform", null], "vocab_size": 3699, "core": ["lstm", {"w_gates": ["variance_scaling", 5.266898679217696], "core_dim": 84}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 98, "batch_size": 473, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed98":[{"embed_dim": 61, "w_init": ["he_uniform", null], "vocab_size": 2786, "core": ["gru", {"core_dim": 64, "wh": ["glorot_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["glorot_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 26, "batch_size": 262, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed980":[{"embed_dim": 26, "w_init": ["glorot_uniform", null], "vocab_size": 13169, "core": ["vrnn", {"hidden_to_hidden": ["he_uniform", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "sigmoid", "core_dim": 79}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 79, "batch_size": 31, "just_train": false, "num_train": 43224}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed981":[{"embed_dim": 35, "w_init": ["he_normal", null], "vocab_size": 20133, "core": ["lstm", {"w_gates": ["glorot_uniform", null], "core_dim": 107}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 78, "batch_size": 22, "just_train": false, "num_train": 9017}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed982":[{"embed_dim": 12, "w_init": ["truncated_normal", 0.13490534537462698], "vocab_size": 1056, "core": ["gru", {"core_dim": 36, "wh": ["orthogonal", 0.34253759496530556], "wz": ["orthogonal", 0.34253759496530556], "wr": ["orthogonal", 0.34253759496530556], "uh": ["orthogonal", 0.34253759496530556], "uz": ["orthogonal", 0.34253759496530556], "ur": ["orthogonal", 0.34253759496530556]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.zh_subwords8k", {"patch_length": 21, "batch_size": 51, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed983":[{"embed_dim": 11, "w_init": ["he_uniform", null], "vocab_size": 18924, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 104}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 219, "batch_size": 19, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed984":[{"embed_dim": 15, "w_init": ["orthogonal", 0.9836186760021992], "vocab_size": 1633, "core": ["gru", {"core_dim": 43, "wh": ["he_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_uniform", null], "uz": ["he_uniform", null], "ur": ["he_uniform", null]}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.en_subwords8k", {"patch_length": 79, "batch_size": 52, "just_train": false, "num_train": 9712}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed985":[{"embed_dim": 17, "w_init": ["glorot_normal", null], "vocab_size": 7777, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["he_normal", null], "act_fn": "relu", "core_dim": 44}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 194, "batch_size": 12, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed986":[{"embed_dim": 49, "w_init": ["he_uniform", null], "vocab_size": 9599, "core": ["gru", {"core_dim": 75, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_wikipedia/20190301.hsb_subwords8k", {"patch_length": 237, "batch_size": 150, "just_train": false, "num_train": 11889}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed987":[{"embed_dim": 25, "w_init": ["he_normal", null], "vocab_size": 19870, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 118}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Camera_v1_00_subwords8k", {"patch_length": 45, "batch_size": 121, "just_train": false, "num_train": 11832}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed988":[{"embed_dim": 24, "w_init": ["variance_scaling", 0.6024962159091156], "vocab_size": 1216, "core": ["vrnn", {"hidden_to_hidden": ["glorot_normal", null], "in_to_hidden": ["glorot_normal", null], "act_fn": "relu", "core_dim": 46}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 13, "batch_size": 16, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed989":[{"embed_dim": 56, "w_init": ["random_normal", 0.2640941715898843], "vocab_size": 14854, "core": ["lstm", {"w_gates": ["truncated_normal", 0.16432422677286382], "core_dim": 97}], "trainable_init": true, "dataset": ["tokenized_wikipedia/20190301.ja_subwords8k", {"patch_length": 102, "batch_size": 62, "just_train": false, "num_train": 4035}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed99":[{"embed_dim": 52, "w_init": ["he_uniform", null], "vocab_size": 16571, "core": ["lstm", {"w_gates": ["random_uniform", 1.3528038769540214], "core_dim": 48}], "trainable_init": false, "dataset": ["lm1b/subwords8k", {"patch_length": 10, "batch_size": 197, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed990":[{"embed_dim": 121, "w_init": ["glorot_uniform", null], "vocab_size": 1399, "core": ["gru", {"core_dim": 37, "wh": ["orthogonal", 5.683210824144595], "wz": ["orthogonal", 5.683210824144595], "wr": ["orthogonal", 5.683210824144595], "uh": ["orthogonal", 5.683210824144595], "uz": ["orthogonal", 5.683210824144595], "ur": ["orthogonal", 5.683210824144595]}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 17, "batch_size": 39, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed991":[{"embed_dim": 10, "w_init": ["glorot_uniform", null], "vocab_size": 25002, "core": ["gru", {"core_dim": 101, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Home_v1_00_subwords8k", {"patch_length": 38, "batch_size": 40, "just_train": false, "num_train": 13582}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed992":[{"embed_dim": 9, "w_init": ["he_uniform", null], "vocab_size": 4433, "core": ["lstm", {"w_gates": ["he_uniform", null], "core_dim": 66}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 201, "batch_size": 102, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed993":[{"embed_dim": 16, "w_init": ["glorot_uniform", null], "vocab_size": 4815, "core": ["lstm", {"w_gates": ["he_normal", null], "core_dim": 57}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 46, "batch_size": 373, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed994":[{"embed_dim": 24, "w_init": ["random_normal", 0.40295898920400514], "vocab_size": 18500, "core": ["vrnn", {"hidden_to_hidden": ["variance_scaling", 0.5696008939791437], "in_to_hidden": ["variance_scaling", 0.5696008939791437], "act_fn": "elu", "core_dim": 68}], "trainable_init": true, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 42, "batch_size": 360, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed995":[{"embed_dim": 22, "w_init": ["variance_scaling", 6.020317392273693], "vocab_size": 1149, "core": ["gru", {"core_dim": 40, "wh": ["he_uniform", null], "wz": ["glorot_normal", null], "wr": ["random_uniform", 0.8971418997739389], "uh": ["truncated_normal", 0.1842434936074077], "uz": ["he_uniform", null], "ur": ["glorot_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 13, "batch_size": 24, "just_train": false, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed996":[{"embed_dim": 14, "w_init": ["he_normal", null], "vocab_size": 23466, "core": ["vrnn", {"hidden_to_hidden": ["he_normal", null], "in_to_hidden": ["orthogonal", 1.7137244645004894], "act_fn": "swish", "core_dim": 49}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 12, "batch_size": 439, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed997":[{"embed_dim": 28, "w_init": ["truncated_normal", 0.13884902452960732], "vocab_size": 27632, "core": ["gru", {"core_dim": 97, "wh": ["glorot_uniform", null], "wz": ["he_uniform", null], "wr": ["he_uniform", null], "uh": ["he_normal", null], "uz": ["he_uniform", null], "ur": ["random_uniform", 1.119273277966371]}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Books_v1_02_subwords8k", {"patch_length": 31, "batch_size": 253, "just_train": false, "num_train": 27341}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed998":[{"embed_dim": 113, "w_init": ["orthogonal", 0.5939572592243139], "vocab_size": 2058, "core": ["lstm", {"w_gates": ["random_uniform", 2.7177058634227915], "core_dim": 92}], "trainable_init": false, "dataset": ["tokenized_amazon_reviews/Video_v1_00_subwords8k", {"patch_length": 254, "batch_size": 352, "just_train": false, "num_train": 38646}]}, "word_rnn_language_model_family"],
"word_rnn_language_model_family_seed999":[{"embed_dim": 74, "w_init": ["he_uniform", null], "vocab_size": 1499, "core": ["gru", {"core_dim": 51, "wh": ["he_normal", null], "wz": ["he_normal", null], "wr": ["he_normal", null], "uh": ["he_normal", null], "uz": ["he_normal", null], "ur": ["he_normal", null]}], "trainable_init": true, "dataset": ["imdb_reviews/subwords8k", {"patch_length": 96, "batch_size": 214, "just_train": true, "num_train": null}]}, "word_rnn_language_model_family"]
}